MCP Server Marketplace: 500+ AI Tools

Supplies five tools for Japanese calendar operations: `is_holiday` checks if a date is a national holiday, `next_business_day` finds the subsequent business day excluding weekends and holidays, `get_holidays` lists holidays for a year, `business_days_between` counts workdays between dates, and `japanese_era` identifies the era like Reiwa or Heisei. Developers integrate it into finance apps for accurate accrual periods, HR systems for payroll, or scheduling tools for Japan-specific deadlines.

UK Business Intelligence

FREEMIUM

The uk-business-intelligence MCP server delivers programmatic access to UK-specific business data, including company profiles, financial summaries, and market indicators. It supports queries for due diligence and competitive analysis. Data analysts, financial researchers, and developers integrating UK business insights use it for research and reporting.

Generate personalized, high-converting Upwork proposals from any job post in seconds.

Real-Time Stock Crypto Signals

FREEMIUM

Real-Time Stock Crypto Signals MCP server—38 tools for quantitative traders and data analysts. Fetch live stock/ETF prices with Revolut flags via get_price, bulk prices and top crypto movers via get_prices_bulk and crypto_top_movers (Binance), and insider clusters via get_insider_clusters (SEC EDGAR)—no API keys needed. Cross-reference filings with Revolut tradables using cross_reference_insider_revolut and track portfolios via get_accounts and get_account_balance.

Billomat MCP Server

PREMIUM

Connect your Billomat account to Claude and automate invoicing, client management, and offers — all via AI. Supports listing and creating clients, invoices, and offers. Requires your own Billomat account: provide your BillomatID (subdomain) and API key as request headers (X-Billomat-Subdomain, X-Billomat-Api-Key). Free to get started at billomat.net.

MCP LatAm Business Suite

FREEMIUM

Latin American business compliance suite for AI agents — 28 tools covering tax ID validation (CPF, CNPJ, RFC, RUT, CUIT, CUIL, NIT, CC), banking validation (PIX, CLABE, CBU), VAT/IVA rules, e-invoicing requirements (NF-e, CFDI, DTE, Factura Electrónica), payment terms, public holidays, working day calculations, and invoice schema validation across Brazil, Mexico, Chile, Argentina, and Colombia.

Mailbox Manager

FREEMIUM

Mailbox Manager is an MCP server that connects to Gmail via Google OAuth and exposes tools to search, read, and triage email—including listing labels, searching messages, fetching message/thread details, generating inbox digests, and performing actions like apply labels, archive, and mark read/unread.

security-auditor

FREEMIUM

Scan your codebase for secrets, PII, hardcoded passwords, dependency vulnerabilities, and compliance violations (SOC2, HIPAA, GDPR, ISO27001) — directly from your AI workflow. Get SARIF-format reports with risk scores and grades.

MCP Europe Business Suite

FREEMIUM

European business compliance suite for AI agents — 28 tools covering tax ID validation (PT, ES, FR, DE, IT, UK, NL), IBAN verification, EU VAT rates, invoice requirements, e-invoicing rules, payment terms, labor calendar helpers, VAT breakdown calculations and invoice schema validation for 18+ European countries.

APIsage

FREEMIUM

APIsage is an AI-powered API doctor for MCP—instantly checking endpoint health, diagnosing failures, detecting frameworks, and generating tests so you can debug and ship faster.

Pure-compute utilities for AI agents: chunk text by tokens, extract JSON from messy LLM output, validate against JSON Schema, analyze logs, convert timestamps across timezones, compute hashes and encodings. No API keys, no setup, no external dependencies — every tool runs on pure compute. Built to compose: extract JSON, validate it, chunk the result, hash the chunks. The tool list grows based on what users actually request via request_tool.

AI Agent Marketing Math + Real-time Signals

FREEMIUM

Deterministic marketing math and live demand signals for AI agents. This MCP server provides hallucination-free KPI forecasting, constrained budget optimization, and real-time market telemetry via Reddit and Wikipedia engagement data allowing agents to perform precision-critical planning without external API overhead.

AI GitHub Bug Manager

FREEMIUM

Track, search, and prioritize GitHub bug issues directly from your AI assistant. This MCP server helps developers quickly find open bugs, inspect issue details, filter by labels/status, and understand what needs attention without manually browsing GitHub.

Exposes a sample Pet Store API based on OpenAPI 3.0 specification with endpoints for pet management (addpet, updatepet, findpetsbystatus, findpetsbytags), inventory/orders (getinventory, placeorder), and user operations (createuser, loginuser). Developers use it to test API clients, validate OpenAPI implementations, and prototype store-like services.

siteagent-server

FREEMIUM

siteagent-server deploys an AI-powered chatbot to any website by auto-crawling its content to answer visitor questions. It integrates via a simple 3-line JavaScript snippet and works on WordPress, Shopify, Webflow, React, or plain HTML sites. Developers and site owners use it for on-site customer support and query resolution without custom backend development.

shopify-intelligence-mcp

FREEMIUM

Analyzes Shopify stores without API keys by detecting presence, retrieving metadata like theme, currency, and country, fetching up to 2,500 products with prices and variants, listing collections, identifying 40+ apps via CDN signatures (Klaviyo, Yotpo, ReCharge), and searching products by keyword, vendor, type, or price. E-commerce analysts and marketers use it for competitor research, pricing comparisons, and tech-stack audits.

Multi-source intelligence reconnaissance MCP server

Router by Pyckle™

by Pyckle

PREMIUM

You write the query once. Router decides which model answers it — cheapest for simple questions, most capable for complex ones — and injects your codebase context automatically before sending. Supports Anthropic, OpenAI, Google Gemini, Together AI, Groq, Mistral, and Ollama. Works with any tool built on these providers including Cursor, Windsurf, and GitHub Copilot. One endpoint, every model, zero manual switching.

React Upgrade Assistant

FREEMIUM

Analyzes React project dependencies for compatibility issues, summarizes release notes from new versions, and generates phased migration plans. React developers and frontend teams use it to evaluate upgrade paths, identify breaking changes, and execute version transitions without disrupting production apps.

DB Incident

FREEMIUM

Delivers MCP access to database incident tracking and response functions. Retrieves incident details, logs new events, and updates resolutions for DB errors, outages, or breaches. Database administrators, SREs, and security teams use it for automated incident handling in production environments.

A personal MCP server for automating daily development tasks like listing projects, scaffolding from boilerplate, updating dependencies, and viewing project structures.

Stripe Founder MCP

FREEMIUM

Stripe analytics MCP server for SaaS founders. Answers MRR, churn risk, failed payments, growth metrics, customer profiles, at-risk customers, recent signups, disputes, and support context in natural JSON shaped for LLMs.

Devstory

FREEMIUM

Scans developer projects and git history to generate LinkedIn posts summarizing code changes and milestones, then publishes them automatically. Developers using Claude or Cursor can share professional updates without manual writing or posting.

MCP LatAm Tools

FREEMIUM

Essential Latin American data validation and utility tools for AI agents working with Brazilian, Mexican and Chilean business data. Covers CPF, CNPJ, PIX key validation, RFC and RUT validation, and national public holidays for Brazil, Mexico and Chile.

MCP Europe Tools

FREEMIUM

Essential European data validation and formatting tools for AI agents working with Portuguese, Spanish and European business data. Covers NIF/NIE/CIF validation, IBAN verification, VAT rates, public holidays and number formatting for 18+ European countries.

Stripe Subscription Whisperer

FREEMIUM

Ask your AI agent about your Stripe data. Get MRR, churn risks, failed payments, top customers, and cancellations — instantly.

real-time-stock-crypto-intelligence

FREEMIUM

Real-time Stock & Crypto Intelligence MCP server for traders and analysts—38 tools, 17 prompts, 5 resources. Pull live market data from Yahoo Finance, Binance, and SEC EDGAR without API keys. Detect insider clusters, track CEO/CFO trades, and integrate with Revolut banking.

Provides live NSE stock prices, technical signals, market overviews, portfolio analytics, and research tools via MCP, using Yahoo Finance and NSE data sources. Developers and traders can fetch real-time Indian market data to build trading bots, analytics dashboards, or automated alerts. Supports programmatic integration for monitoring stocks and generating insights without manual data pulls.

MCP server for multi-step workflow orchestration — define, execute, pause, resume, and monitor complex agent workflows with dependency resolution

MCP server for writing structured traces, spans, and decisions — the only write-path observability MCP for EU AI Act traceability compliance

MCP server for runtime quality validation of AI agent outputs — hallucination detection, scope compliance, and output quality scoring

MCP server that enforces multi-agent scope boundaries — prevents scope drift, work duplication, and infinite delegation loops in agentic systems

EU AI Act compliance audit trails and evidence generation for AI agent systems — risk classification, decision logging, gap analysis, and auditor-ready evidence packages

Humanizer

FREE

Detects and removes 24 AI writing patterns to produce naturally human text. Rule-based (free) + LLM-enhanced modes.

Daily Brief Engine

FREEMIUM

Daily-brief-engine MCP server generates structured daily briefs by aggregating data from news feeds, calendars, task lists, and emails. It processes inputs into concise summaries deliverable via API. Developers and managers use it for automated morning reports and team updates.

MCP server for agent self-improvement — decision logging, pattern analysis, performance tracking, and goal-based learning loops

MCP server for agent session recording and replay — debug non-deterministic agent behavior with session comparison and divergence detection

MCP server for agent-to-agent communication — capability discovery, task delegation, and result aggregation across MCP agents

Production-ready authentication, rate limiting, and audit logging for any MCP server — add security to your MCP tools in one line

MCP server for creating, reading, and manipulating Word documents (.docx) — the production-grade document automation tool for AI agents

MCP server for managing MCP server registries — health checks, duplicate detection, and configuration portability

MCP server providing persistent cross-session memory for AI agents — store, recall, search, and summarize memories across agent boundaries

MCP server for agent-native secrets management — store, rotate, and inject secrets without agents seeing raw values

MCP server for per-agent cost attribution, budget management, and spend analytics across AI agent fleets

MCP server for analyzing and optimizing context window token usage — audit tool definitions, compress schemas, track usage, and reduce bloat

MCP server that detects and prevents infinite agent loops — circuit breakers, pattern detection, and stuck-agent recovery for agentic systems

Agentic Observability

FREE

Captures traces, logs, and metrics from AI agent executions in MCP environments. Developers query runtime data to debug agent behaviors, analyze decision paths, and measure performance. Suited for AI engineers optimizing autonomous systems and multi-agent workflows.

Domain Expertise

FREE

Domain Expertise MCP server (domain-expertise-mcp) equips AI models with access to specialized knowledge across technical and industry domains via the Model Context Protocol. It delivers expert-level facts, best practices, and insights for precise query handling. AI developers and researchers use it to ground responses and reduce inaccuracies in domain-specific applications.

Agent Security

FREE

Agent Security MCP server enforces security protocols for AI agents in Model Context Protocol environments. It handles agent authentication, access controls, and activity monitoring to block unauthorized actions. AI developers and security engineers use it for safe agent-tool interactions in production systems.

GCC Intelligence

FREE

Exposes GCC compiler intelligence through the MCP protocol for programmatic access to diagnostics, optimizations, and code analysis. Developers retrieve structured compiler feedback on code snippets to integrate into build systems, IDEs, and static analyzers. Data analysts use it to study compilation patterns and performance metrics.

agentic-crypto-swarm-prototype

FREE

Swarm Marketplace MCP — call paid T54 x402 SKUs (XRPL) and Base contract tools; broker settles HTTP 402 via env-configured rails. Dry-run friendly.

MCP server created with MCPize

Measurement Uncertainty

FREE

GUM-compliant measurement uncertainty analysis as an MCP server

Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performance analysis.

companies-houes

by Rafsan Ahmed Raj

FREEMIUM

Provides programmatic access to UK Companies House registry data, including company searches, profiles, officers, and filing history. Developers and data analysts use it to integrate business verification into applications for compliance, KYC, and market research.

pyckle_embeddings

by Pyckle

FREEMIUM

PyckLM is a code-aware semantic embedding model that returns 512-dimensional L2-normalized float vectors. Ideal for semantic code search, clustering, and similarity — up to 64 texts per batch.

entsoe-mcp provides MCP tools to query the ENTSO-E Transparency Platform for European electricity data, including generation by type, system load, cross-border flows, and day-ahead prices. Data analysts, energy traders, and grid operators use it to fetch historical and real-time power system metrics for modeling, forecasting, and market analysis.

juridique-mcp-server

FREEMIUM

Accès LLM au droit français : codes, jurisprudence, doctrine fiscale et conventions collectives croisés en un appel. PDF et exports intégrés.

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Medical Billing

FREEMIUM

Delivers MCP interface for medical billing operations including claims submission, eligibility verification, payment posting, and reporting. Healthcare developers integrate it into EHR systems to automate revenue cycle tasks; billing analysts use it for claim tracking and reconciliation.

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Predict risk, lock duration, and downtime for database schema migrations before you run them. Supports PostgreSQL and MySQL. Suggests zero-downtime alternatives for risky operations.

Assess organizations against the Australian SMB1001 cybersecurity framework. Determine Bronze/Silver/Gold maturity level, identify compliance gaps, generate remediation plans, and check cyber insurance readiness.

Scan AWS accounts for security misconfigurations, overprivileged IAM roles, public S3 buckets, and weak CloudTrail settings. Get a full security posture report with risk scoring.

ProfitSpot MCP server connects AI models to the ProfitSpot financial platform via Model Context Protocol. It enables discovery and use of profit spotting and market analytics functions. Financial developers, algorithmic traders, and quantitative analysts apply it to automate trade signal detection and portfolio analysis.

KDP Niche Scorer

FREEMIUM

Scores Kindle Direct Publishing (KDP) niches based on competition levels, search demand, and profitability estimates. Self-publishers and authors query niche viability to select book topics with high potential and low saturation. Delivers data via MCP for integration into research workflows.

Loreto

FREE

MCP server for the Loreto skill generation API — use generate_skills inside Claude Code

Git Dora

FREEMIUM

Computes DORA metrics (deployment frequency, lead time for changes, change failure rate, time to restore service), bus factor, and code churn from any Git repository. Software engineering teams and managers use it to evaluate repo health, team performance, and maintenance risks. Provides data for identifying bottlenecks in CI/CD pipelines and contributor dependencies without paid tools.

JiraBugResolver

FREEMIUM

JiraBugResolver MCP server connects AI models to Jira for bug resolution. It fetches issue details, analyzes bug reports with code snippets or logs, generates resolution steps, and updates ticket statuses. Software developers and QA engineers use it to automate triage and fixing in development pipelines.

Local CWV Onpage

FREEMIUM

Performs local SEO audits and Core Web Vitals (CWV) assessments using geocoding for location relevance, PageSpeed Insights (PSI) for performance metrics, CrUX for user experience data, on-page HTML analysis for structure issues, and audit checklists for compliance. SEO specialists, web developers, and site owners use it to diagnose visibility and speed problems on local business websites. Applications include pre-launch checks and ongoing optimization for search rankings.

Ecom Unit Economics

FREEMIUM

Computes LTV, CAC, ROAS, contribution margin, and unit economics for e-commerce businesses using API inputs, bypassing spreadsheets. E-commerce analysts and managers input sales, customer acquisition costs, and revenue data to obtain precise metrics. Applies to profitability analysis, ad performance evaluation, and pricing optimization.

Geo Landing Blueprint

by The Zahid

FREEMIUM

The Geo Landing Blueprint MCP server delivers a template for building geolocation-responsive landing pages. It supports dynamic content rendering based on IP-derived location data and device geodata. Frontend developers and full-stack engineers use it to scaffold personalized landing experiences for web apps.

pyckle-mcp

by Pyckle

FREEMIUM

pyckle-mcp gives your AI editor persistent memory of your codebase. Index once with index_codebase, then search forever with natural language via search_code. Works with Claude Code, Cursor, Windsurf, VS Code, and Zed. Additionally, indexes Obsidian vaults, Notion workspaces, and git history. Session context, dependency graphs, and autonomous iteration loops included.

Football Outcome Explainer

FREEMIUM

Analyzes football match data to generate explanations for game outcomes, covering player stats, tactical choices, and critical events. Users supply match details like scores and lineups to receive structured breakdowns. Suited for sports analysts, journalists, and developers embedding match insights in apps.

Scout Intel

by Organized Energy LLC

FREEMIUM

Business & market intelligence MCP server for AI agents — 7 tools, 8 data sources, structured JSON with confidence scores

Healthcare Vendor Compliance

FREEMIUM

MCP server for accessing healthcare vendor compliance data via API. Supports queries for regulatory status like HIPAA adherence, audit records retrieval, and certification verification. Used by compliance officers, healthcare administrators, and developers automating vendor risk assessments.

Skip the spreadsheet for first-look deals. FirstLook brings institutional-grade CRE underwriting tools to any MCP-compatible AI assistant — cap rate benchmarking, debt metrics, rent roll analysis, stress testing, and credit risk summaries — so you can evaluate a deal in conversation. Built by a CRE portfolio manager and credit professional with years of institutional experience.

Viral Tech Pulse

FREEMIUM

Viral Tech Pulse MCP server aggregates real-time data on viral technology trends, tracking social shares, engagement rates, and trend velocity across platforms. Data analysts and marketers query this to detect emerging tech signals. Applications include competitive intelligence and content timing.

clientos-brain

FREE

Clientos-brain serves as a living memory for agency project managers and consultants. Pull rich client briefs with get_client_context before meetings, track decisions via log_decision and get_decision_trail, flag risks with flag_risk, generate weekly summaries using summarize_project_week, and detect scope creep to protect agreed scopes. Stay ahead of project dynamics with precise, actionable insights.

Httpstatus MCP Server

by HttpStatus

FREEMIUM

HttpStatus MCP Server — 24 AI-callable tools for API mocking, chaos engineering, security scanning, OpenAPI validation, distributed tracing, automation workflows, and monitoring. Works with Claude, Cursor, ChatGPT, and any MCP client.

Quote Margin Lab

FREE

quote-margin-lab-mcp MCP server handles quote processing and margin computations in financial lab environments. It exposes API endpoints for simulating margin requirements on stock quotes and analyzing trading risks. Quantitative analysts and financial developers use it to test strategies in isolated lab setups.

Knowledge Gaps

FREEMIUM

mcp-knowledge-gaps MCP Server

Vault Health

FREEMIUM

MCP server for Obsidian vault structural health checks. Find broken wikilinks, orphaned notes, and missing frontmatter — then auto-repair them.

Hebbian Vault

FREEMIUM

MCP server for intelligent, use-adaptive Obsidian vault search. Your vault remembers what matters. Files you use strengthen. Unused files fade. Hub pages surface first. Search gets better over time.

cipher-x402-mcp

FREEMIUM

Eight MCP tools for Solana wallet scans, password-breach checks, Jito tip calculation, GitHub repo health, and FRED macroeconomic data. Seven tools are gated behind the x402 payment protocol. Agents auto-pay in USDC on Base, $0.005 to $0.25 per tool call.

Release Radar

by Tech City Plus

FREEMIUM

Compiles changelog digests in a weekly newsletter format from differences in npm lockfiles and GitHub release notes. Developers and DevOps teams use it to track dependency updates and project releases across repositories without manual review. Applications include automated team reports and maintenance alerts for Node.js projects.

Analyze and respond to customer harassment (kasuhara) situations in Japanese elderly care settings. Provides harassment assessment, legal risk scoring, ready-to-use response scripts, formal notice templates, and incident report forms. Based on MHLW guidelines and 2026 Care Insurance Act amendments.

Search and analyze Japanese government subsidies for businesses. Covers Monodukuri, IT Donyu, Jizokukahojokin and more. Returns eligibility check, ranked results, and application draft.

SaaS Metrics Bench

FREEMIUM

SaaS Metrics Bench executes standardized benchmarks for core SaaS metrics including MRR growth, revenue churn, customer churn, LTV:CAC ratio, and activation rate. It processes uploaded datasets to compute scores and rank performance against industry baselines. SaaS operators, data analysts, and growth teams apply it to quantify business health objectively.

Delivers API endpoints to compute SaaS unit economics metrics including LTV, CAC, churn rate, payback period, and gross margins from input data like revenue and costs. SaaS finance teams, growth analysts, and developers use it to run cohort analysis and profitability forecasts in spreadsheets or apps.

YouTube Packaging

FREEMIUM

The YouTube Packaging MCP server (youtube-packaging-mcp) enables programmatic packaging of YouTube videos, metadata, and subtitles into bundled formats for distribution or analysis. Developers integrate it to automate content preparation for apps, streaming, or datasets. Video platform builders and content pipeline engineers use it to process YouTube assets via MCP calls.

Data Analysis Mentor

FREEMIUM

For data analysts and developers, data-mentor MCP Server lets you parseDatasetSchema to infer types from data samples, generateSqlQuery to build optimized SQL from business questions, and generateAnalysisPipeline for complete workflows from SQL to Python and visualizations. Use generatePandasCode for maintainable scripts, suggestVisualization for chart recommendations, and analyzeDataset for structured analysis plans.

YouTube Channel Intel

FREEMIUM

Retrieves detailed intelligence on YouTube channels, including subscriber counts, video lists, view metrics, and metadata via MCP protocol. Data analysts, marketers, and content strategists use it to monitor performance, analyze competitors, and inform content decisions programmatically.

Local-first Claude Code cost analyzer. Parses JSONL session logs to surface per-tool spend, daily trends, and optimization hints. Zero cloud, no API key.

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MCP server created with MCPize

SLA Calculator

FREEMIUM

Computes Service Level Agreement (SLA) metrics from inputs like uptime duration, response times, and incident resolution data. Outputs achieved percentages, compliance status, and breach details. DevOps engineers, SREs, and IT operations teams use it to validate service performance against targets in automated pipelines.

UI Component Generator

FREEMIUM

⚡ Generate accessible UI components from text prompts, screenshots, or design briefs — without leaving your IDE. Get production-ready React, Vue, Svelte, and Tailwind code with ARIA labels, semantic HTML, and keyboard navigation built in. The fastest way to close the design-to-code gap.

Data Validator

FREE

The Data Validator MCP server checks data for schema compliance, type correctness, format adherence, and integrity issues. Data engineers and analysts use it to verify datasets, API payloads, and inputs before processing in analytics, ML training, or storage pipelines.

Stock Market

FREEMIUM

This MCP server delivers stock market data through protocol-compatible tools. It enables retrieval of real-time quotes, historical prices, and company details via function calls. Developers building trading bots, financial dashboards, and AI analysis tools benefit from its integration.

Air Quality

FREEMIUM

Fetches real-time, historical, and forecast air quality data including AQI, PM2.5, ozone, and NO2 levels for global locations. Data analysts, environmental researchers, and developers integrate it into apps for pollution monitoring, health alerts, and urban planning via MCP tools.

Shipping Rates

FREEMIUM

Fetches real-time shipping rates from carriers using inputs like package weight, dimensions, origin, and destination addresses. E-commerce developers integrate it to display accurate costs at checkout. Logistics applications use it for comparing carrier options and automating quotes.

Flight Prices

FREEMIUM

Retrieves real-time flight prices for specified origin and destination airports on given dates via MCP tools. Aggregates data from airlines and travel aggregators. Developers building travel apps, chatbots, and price trackers use it to fetch accurate fare information for user queries.

Patent Search

FREEMIUM

Exposes patent search capabilities via MCP protocol, allowing queries to databases like USPTO and EPO by keywords, inventors, assignees, or patent numbers. Retrieves details including abstracts, claims, and filing dates. Patent attorneys, researchers, and developers use it for prior art analysis and IP monitoring.

Solar Estimator

FREEMIUM

Computes solar PV system metrics like annual energy production, installation costs, and ROI based on location, roof area, panel specs, and local rates. Solar installers, energy analysts, and app developers use it to generate site-specific estimates for residential or commercial projects.

Crypto Position AI

FREEMIUM

Provides MCP access to cryptocurrency trading positions via Binance Futures API. Retrieves open positions, trade history, P&L metrics, and portfolio summaries. Developers building trading bots or dashboards and quantitative traders use it to fetch real-time position data for analysis and automation.

gpu-market-analyst

FREEMIUM

Pricing intelligence for GPU rentals — built for hosts who want to maximize earnings, renters who want fair deals, and spend-governance tools that need to catch agent cost blowups. Ask "what should I price my RTX 4090 at?" or "is $6/hr fair for an H100?" and get answers backed by 16+ days of historical data at 5-minute resolution. 26 GPU models tracked across vast.ai, RunPod, Lambda, io.net, and Thunder Compute. 11 tools: 8 free (live snapshots, deal finder, cross-provider comparison, free benchmark, price-sanity guardrail, GPU comparison, local collector script, feedback) + 3 Pro ($9/mo: pricing recommendations, trend analysis, full market summary). Free tier is generous: 1,000 calls/month with no card required. The first MCP server in the GPU pricing intelligence + spend-governance category.

Domain Info

FREEMIUM

Queries WHOIS records, domain availability, and registration details for specified domains via MCP tools. Developers integrate it into apps for domain validation; security analysts use it for reconnaissance and threat intel gathering.

Earthquake Alerts

FREEMIUM

Delivers real-time earthquake alerts and seismic event data via MCP tools. Enables querying recent quakes by magnitude, location, depth, and time, plus fetching active alerts. Developers building safety apps, emergency systems, and research platforms use it for timely seismic monitoring.

Nutrition Data

FREEMIUM

Exposes nutrition data via MCP protocol for querying food items' calories, macronutrients, vitamins, and minerals. Developers integrate it into diet trackers, meal planners, and health apps to fetch accurate nutritional profiles programmatically.

Smartphone Price

by sahimsalem

FREEMIUM

Retrieves current and historical prices for smartphones by model, brand, and retailer. Supports queries for price comparisons across markets and regions. Data analysts and developers use it to track pricing trends and integrate into shopping apps or market research tools.

Public Transit

FREEMIUM

Exposes public transit data through MCP-compatible tools for querying routes, schedules, stops, and real-time vehicle positions. Developers building mapping apps or mobility services use it to fetch agency-specific transit info via API calls. Data analysts access structured datasets for traffic pattern analysis.

Recipe Search

FREEMIUM

Delivers recipe search via Model Context Protocol (MCP), enabling queries for recipes by ingredients, cuisine, dietary restrictions, or meal type. Developers integrate it into AI chatbots or apps to fetch structured recipe data including steps and nutrition info. Useful for building cooking assistants or meal planners.

Pet Adoption

FREEMIUM

Implements MCP tools for a virtual pet adoption system, allowing AI models to list available pets, retrieve individual pet profiles including age, breed, and health info, and process adoptions. Developers building interactive AI chatbots or simulation apps use it to enable programmatic pet matching and adoption workflows.

Plugin Mod Compatibility Tester

FREEMIUM

Runs automated tests to check compatibility between plugins and mods, detecting conflicts, dependency mismatches, and runtime errors. Used in game server environments like Minecraft to validate combinations. Server administrators and mod developers apply it to prevent crashes and ensure stable deployments.

EV Charging

FREEMIUM

Exposes MCP tools for querying electric vehicle charging station data, including locations, real-time availability, connector types, and pricing. EV app developers and fleet managers use it to fetch infrastructure details for navigation apps and route optimization.

Vehicle Lookup

FREEMIUM

This MCP server enables lookup of vehicle details using identifiers like VINs or license plates. It returns data such as make, model, year, engine specs, trim levels, and safety ratings. Developers building automotive apps, insurance verification systems, or fleet trackers use it to fetch accurate vehicle information programmatically.

Sports Scores

FREEMIUM

Delivers live and historical sports scores data via MCP for major leagues like NBA, NFL, and soccer. Enables AI models and apps to query game results, standings, and stats programmatically. Suited for developers building sports trackers, analysts monitoring performance, and apps displaying real-time updates.

Weather Forecast

FREEMIUM

Fetches current weather conditions and forecasts via MCP tools for specified locations. Supports global queries for hourly and daily predictions. Developers and data analysts use it to integrate real-time weather data into applications, AI agents, dashboards, and automation workflows.

Hostel Prices

FREEMIUM

MCP server for retrieving hostel price data by location, dates, and filters. Enables queries for current rates across global hostels. Suited for developers building travel apps, data analysts monitoring accommodation trends, and services needing price comparisons.

Thrift Auctions

FREEMIUM

Delivers MCP tools for thrift auction platforms, supporting retrieval of active listings, submission of bids, and auction status checks. Developers integrate it to build bidding automation, while resellers track inventory opportunities from thrift store auctions.

Car Auctions

FREEMIUM

Exposes car auction data through MCP tools for querying listings, vehicle details, and bid histories. Developers integrate it to fetch real-time auction status and historical sales data. Used by automotive analysts and trading app builders for market monitoring.

Professor Ratings

FREEMIUM

Provides MCP access to professor ratings and student review data from universities. Query by professor name, institution, or department to retrieve average quality scores, difficulty ratings, review counts, and feedback summaries. Used by students for course selection, academic researchers for teaching analysis, and developers building university apps.

Self Storage

FREEMIUM

MCP server providing self-storage for AI model data persistence across sessions. Enables storing, retrieving, and managing key-value data or contexts without external dependencies. Developers building stateful AI agents and long-running LLM workflows use it to maintain memory and state.

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Provides AI-assisted web scraping to extract structured data from websites, including dynamic and JavaScript-rendered pages. It parses content semantically to output JSON or CSV formats without custom selectors. Data analysts, researchers, and developers use it for building data pipelines, monitoring sites, and collecting datasets.

MCP server providing the `route_payment` tool to direct payment transactions to optimal processors or rails based on criteria like cost, speed, or geography. Fintech developers and payment platform engineers integrate it to handle routing programmatically in applications such as e-commerce checkouts or payout systems.

SEO Content Brief

FREEMIUM

Generates SEO content briefs using a template-first system without external APIs. It populates structured templates with topics, keywords, outlines, and optimization elements for search-friendly content. SEO specialists, content marketers, and digital agencies use it to plan articles and pages.

Restaurant Menus

FREEMIUM

Exposes restaurant menu data through MCP tools for programmatic querying by restaurant name, location, or cuisine. Retrieves structured details like items, prices, and descriptions. Developers building food apps, AI recommenders, or analytics platforms use it to integrate real-time menu information.

Game Prices

FREEMIUM

Retrieves current and historical prices for video games across digital storefronts like Steam and Epic Games Store via MCP tool calls. Enables programmatic queries by game title, platform, or region. Developers building price trackers and analysts monitoring gaming market trends use it for data extraction and comparison.

Coin Prices

FREEMIUM

Retrieves real-time cryptocurrency prices for coins like BTC, ETH, and others via the MCP protocol. Enables programmatic queries for current market data. Developers building trading bots, financial dashboards, or analytics tools use it to access live prices without external APIs.

Estate Sales

FREEMIUM

MCP server that provides access to estate sales listings, auction schedules, and item inventories through tool calls. It enables searching sales by location, date, or keywords and retrieving detailed sale information. Developers building reseller apps, notification bots, or market analysis tools would use it to integrate real-time estate sale data.

Campground Finder

FREEMIUM

The @lulzasaur9192/mcp-campground-finder MCP server provides tools for querying campgrounds by location, availability, and amenities. Developers and AI agents integrate it to fetch campground data for trip planning applications. Ideal for building outdoor recreation features in chatbots or mobile apps.

School Ratings

FREEMIUM

Retrieves school ratings, performance metrics, and reviews via MCP tools. Queries data by school name, location, district, or ID. Developers, researchers, and edtech analysts use it for apps, reports, and educational insights.

Crypto Mining

FREEMIUM

MCP server enabling AI models to interface with cryptocurrency mining systems. Supports tasks like monitoring hashrates, switching pools, and profitability analysis through protocol tools. Miners and developers use it to automate rig management and integrate mining data into AI workflows.

Nonprofit Lookup

FREEMIUM

Enables lookup of nonprofit organizations by EIN, name, or location from public databases like IRS records. Returns structured data on tax status, addresses, financials, and officers. Developers use it for verifying nonprofits in donation apps, compliance checks, and research tools.

Remote Jobs

FREEMIUM

Delivers MCP access to remote job listings and search functions. Supports querying positions by keywords, location preferences, salary ranges, and role types. Developers building job aggregators, AI assistants for job hunting, and recruiters sourcing remote talent use it for programmatic data retrieval.

Sec Insider

FREEMIUM

Grants access to U.S. SEC insider trading data through MCP protocol calls. Retrieves details on insider transactions, Form 4 filings, and ownership changes for specific companies or executives. Financial analysts, investors, and compliance teams use it to track trading patterns and regulatory filings programmatically.

License Verify

FREEMIUM

Provides MCP-based access to software license verification functions. Validates license keys, checks expiration and revocation status, and retrieves associated metadata. Developers use it to enforce licensing in desktop apps, SaaS platforms, and AI agents managing subscriptions.

Clinical Trials

FREEMIUM

Delivers programmatic access to clinical trials data registries like ClinicalTrials.gov via MCP. Supports searches by condition, location, phase, status, sponsor; retrieves trial summaries, eligibility criteria, contacts, and results. Used by medical researchers, pharma developers, and healthcare data analysts for trial discovery and integration.

Review Sentiment

FREEMIUM

Performs sentiment analysis on customer reviews and feedback text using NLP models. Returns polarity scores (positive, negative, neutral) and confidence levels via API calls. Data analysts, marketers, and product managers use it to quantify user opinions from e-commerce sites, app stores, or surveys.

Deal Finder

FREEMIUM

Exposes MCP tools for querying deals, discounts, and coupons across e-commerce platforms and retailers. AI agents can search products, compare prices, and retrieve promotion details programmatically. Developers building shopping bots, price comparison apps, or deal alert systems benefit most.

Barcode Lookup

FREEMIUM

Delivers product details from barcode scans using UPC, EAN, or ISBN codes via MCP tools. Returns data like item name, manufacturer, description, and pricing. Developers building inventory systems, e-commerce scanners, or price trackers integrate it for automated lookups.

Prediction Markets

FREEMIUM

Delivers MCP access to prediction markets for querying event odds, implied probabilities, volumes, and resolutions. Developers retrieve real-time data on politics, sports, or crypto events; analysts track crowd-sourced forecasts; traders monitor arbitrage opportunities.

AI Pricing

FREEMIUM

Retrieves current pricing data for AI models and services from providers like OpenAI, Anthropic, and Google via the MCP protocol. Supplies structured details on per-token costs, fine-tuning rates, and compute fees. AI developers and ML engineers use it to estimate expenses and compare options in LLM-based projects.

Jobfit Pipeline

by Seven3Nine Technologies

FREEMIUM

MCP server that computes job-fit scores matching candidate profiles to job requirements and tracks metrics across job application funnels. It quantifies candidate suitability using scoring algorithms and analyzes stages like submissions, interviews, and hires. Recruiters and HR analysts use it to evaluate hiring efficiency and identify bottlenecks in applicant pipelines.

Fatin Agro Tool

by Aj

FREEMIUM

A complete, production-ready Model Context Protocol (MCP) server designed to help farmers worldwide. This tool provides crop disease detection (AI-ready), treatment recommendations, and a global agricultural knowledge base.

AI Dev Assistant

FREEMIUM

Provides 29 AI-powered tools for software development lifecycle tasks, including code review, debugging, CI/CD pipeline management, GitHub operations, and database handling. Developers and DevOps engineers use it to analyze code, fix bugs, automate deployments, manage repositories, and query databases programmatically.

Scenario Pricing

by Seven3Nine Technologies

FREEMIUM

Exposes API endpoints for defining and computing pricing scenarios based on inputs like costs, volumes, discounts, and market conditions. Outputs include revenue projections, margins, and break-even points. Financial analysts and developers integrate it into models or apps for what-if pricing simulations.

MCP server for Ebenova Insights — monitor Reddit and Nairaland for keywords, get AI-drafted replies, manage monitors. For Claude Desktop, Cursor, and any MCP-compatible AI assistant.

MCP server for the Ebenova API. Generate legal documents (NDAs, contracts, tenancy agreements), invoices, and receipts — directly from Claude Desktop, Cursor, or any MCP-compatible AI assistant.

Resume ATS

by Sahinhub

FREEMIUM

Resume ATS MCP server handles resume processing in applicant tracking systems via API calls. It parses resumes into structured data, matches candidates to jobs, and manages pipelines. Developers building HR tools and recruiters automating screening use it for programmatic candidate evaluation.

Trading Risk Metrics

FREEMIUM

Computes portfolio risk and performance metrics from CSV/JSON export files, including VaR/ES, Sharpe/Sortino ratios, drawdowns, concentration measures, and Markdown tear sheets. Processes data offline without external APIs. Quantitative analysts, portfolio managers, and traders use it to evaluate trading strategies and holdings directly from export data.

Medical Calc

FREEMIUM

Computes medical metrics including BMI, drug dosage, IV drip rates, creatinine clearance, corrected calcium, anion gap, pediatric dosing, and unit conversions. Healthcare professionals like doctors, nurses, and pharmacists use it for precise calculations during patient care, such as dosing adjustments and renal function assessments.

frontent_responsive_architect MCP server generates responsive frontend architectures for web applications across various devices. It outputs layout plans, component structures, and CSS recommendations for adaptive UIs. Frontend developers and UI designers use it to build device-compatible interfaces without manual trial-and-error.

Omni-Ytube

FREEMIUM

Omni Ytube MCP server delivers API access to YouTube for video searching, metadata retrieval, and channel data querying. Developers integrate it into AI agents to fetch video details, track channels, and automate content processing. Content analysts and creators apply it for research and monitoring tasks.

SEC Filing Diff

FREEMIUM

Compares SEC filings such as 10-Ks and 10-Qs to detect changes in disclosures and generates alerts for material updates. It identifies differences in sections like risk factors, financial statements, or management discussions. Financial analysts, compliance officers, and fintech developers use it to monitor filing amendments for investment decisions or regulatory adherence.

Crypto-DeFi Calc

FREEMIUM

DeFi Calc computes key DeFi and crypto metrics: impermanent loss for liquidity pools, APY/APR conversions, token vesting schedules, staking rewards, gas estimation, portfolio P&L tracking, and DCA simulations. Crypto developers, traders, and quantitative analysts use it to model risks and returns in blockchain apps. Real-world uses include optimizing liquidity provision and forecasting investment outcomes.

Freelance Calc

FREEMIUM

Freelance Calc computes hourly rates, project pricing, invoice totals, late fees, tax withholding, income projections, and effective rates for freelancer business math. Independent contractors and solopreneurs use it to quote clients accurately, prepare invoices, and forecast earnings. Integrate via MCP into apps for automated pricing and financial tracking.

MCP server created with MCPize

Nutrition Food MCP

FREEMIUM

Provides MCP access to search Open Food Facts (3M+ products), USDA FoodData Central, and FDA food recalls. Delivers health scoring, meal planning, nutrient comparison, and personalized daily calorie targets based on user data. Developers building fitness apps, nutrition trackers, or health platforms use it to integrate reliable food databases into applications.

Converts unstructured food diary text into structured meal records, nutritional estimates, weekly summaries, and dietary pattern flags. Developers integrate it into health apps to parse user logs automatically. Nutritionists and fitness trackers use it for analyzing eating habits and generating reports.

HR/Business Payroll Calc

FREEMIUM

Computes payroll elements including salary-to-hourly conversions, overtime pay, paycheck estimates, PTO accrual, employer costs, contractor vs. employee comparisons, and benefits analysis via API calls. Developers integrating into HR or finance apps, accountants, and small business owners use it for accurate payroll projections and cost modeling in business operations.

SEO Change Impact

FREEMIUM

Computes predicted effects of SEO modifications, such as title tag changes, content rewrites, or schema additions, on organic traffic and search rankings. Processes inputs like current rankings and historical data to output quantitative impact estimates. SEO analysts and digital marketers use it to preview outcomes before live site updates.

E-Commerce Calc

FREEMIUM

Calculates e-commerce profit margins, pricing strategies, break-even analysis, shipping costs, inventory turnover, ROI, and sales tax. Online sellers input sales data to get precise financial metrics for decision-making. E-commerce managers and small business owners use it to assess profitability and optimize operations.

Dev Tools Cron Date

FREEMIUM

Cron Date parses cron expressions to calculate next run times, performs business day math, handles timezone conversions, executes date arithmetic, and detects schedule overlaps. Backend developers and DevOps engineers use it to implement task schedulers, ETL pipelines, and cron-based automation without external libraries. It supports precise timing in distributed systems and job queues.

Invest Calc

FREEMIUM

Computes precise investment mathematics including compound interest, FIRE calculator, portfolio risk metrics (Sharpe/Sortino ratios), DCA simulations, dividend reinvestment, and retirement projections via MCP. Financial analysts, individual investors, and developers building fintech applications use it to perform accurate financial modeling and scenario analysis in real-time workflows.

Ab Test Stats

FREEMIUM

Delivers precise A/B test analysis through sample size calculators, statistical significance tests, and hypothesis testing that outputs exact p-values and confidence intervals. Data analysts, marketers, and product managers use it to evaluate experiment results from website variants, app features, or email campaigns, ensuring decisions rely on statistically valid data.

lottie-animation-mcp MCP Server

agents-radar

FREEMIUM

agents-radar tracks over 10,000 GitHub repositories with 5,000+ stars across 22 categories, scoring them on popularity, growth momentum, maintenance activity, and community health to recommend optimal tools for AI agents. Data updates daily for real-time intelligence. AI agent developers use it to identify vetted open-source components for building robust tech stacks.

Regex Toolkit

FREEMIUM

Executes, tests, debugs, and explains regex patterns, outputting exact match positions, capture groups, benchmarks, and ReDoS vulnerability detection. Developers use it to validate patterns in parsing scripts, optimize matching performance in data pipelines, and scan for security risks in input validation code. Data analysts apply it for cleaning and extracting data from logs or unstructured text.

Instant SEO, performance, and security audits for any URL — 20+ SEO checks, security headers, SSL verification, and site comparison for AI agents

Financial Market Intelligence — stock quotes, technical analysis (RSI, MACD, Bollinger Bands), crypto prices, asset comparison, and portfolio analysis for AI agents

Mortgage Calc

FREEMIUM

Computes precise mortgage and loan calculations including amortization schedules, refinance comparisons, affordability analysis, and DTI ratios using decimal-accurate math. Developers integrate these functions into apps for real-time financial assessments. Suited for fintech platforms, real estate software, and personal finance tools handling loan modeling.

Game Deal Insights

FREEMIUM

Retrieves current and historical pricing data, discounts, and sales insights for video games across multiple platforms. Enables querying deal details, price histories, and storefront comparisons. Data analysts, developers building trackers, and gamers automating deal hunts use it for market analysis and notifications.

Revenue Dashboard MCP

by Forgyn

FREEMIUM

Revenue Dashboard MCP allows natural language queries for MRR, churn, and revenue data from Stripe, Gumroad, and Lemon Squeezy directly in Claude. Users retrieve subscription metrics like monthly recurring revenue and customer churn rates without switching applications. SaaS founders, indie hackers, and finance teams use it to monitor business performance in real time.

SLO Error Budget

FREEMIUM

Performs deterministic SLO calculations: converts nines (e.g., 99.9%) to allowable downtime, computes error budgets and burn rates, generates humanized summaries without a metrics backend. SREs and DevOps engineers use it for reliability assessments in scripts, pipelines, or planning.

Runs a farm of Minecraft bots controlled by AI agents for automated gameplay and resource gathering. Supports scaling multiple bots in shared worlds to simulate environments for AI training. AI researchers and game developers use it to test agent behaviors, collect gameplay data, and iterate on reinforcement learning models.

Mcp-file-manager

FREE

File Ops is a production-ready MCP server that empowers AI assistants with complete file management capabilities. Seamlessly read, write, search, and manipulate files across your projects with enterprise-grade security and reliability. Perfect for code editing, project scaffolding, log analysis, batch file operations, and automated workflows.

Site Audit

FREEMIUM

Audits any URL for SEO signals, Open Graph tags, readability scores, JSON-LD structured data, and social preview validation with zero API cost. SEO specialists, web developers, and content creators integrate it to programmatically check site optimization before publishing or during monitoring campaigns.

Specforge

FREEMIUM

Specforge generates software specifications, architecture diagrams, sprint plans, and agent runbooks while verifying npm dependencies for package integrity. Developers and engineering teams use it to automate project documentation and planning. Applies to AI agent development and agile software projects.

MCP Reddit Intelligence

FREEMIUM

Tap into Reddit's 100K+ subreddits with 20 tools like get_subreddit_rising, analyze_post_sentiment, score_post_virality, get_domain_posts, compare_subreddits, and get_post_comments via the official OAuth2 API. Data analysts, researchers, and developers track emerging trends, monitor comment sentiment, benchmark communities, profile users, and follow brand mentions in real time. Search posts site-wide, fetch wiki pages, and summarize user activity for precise social intelligence.

MCP Movies Entertainment

FREEMIUM

Query TMDB's 850K+ movies and 150K+ TV shows with tools like search_movies, discover_tv, get_watch_providers, and get_collection for franchise watch orders. Developers and data analysts fetch cast via get_movie_cast, trailers with get_movie_videos, reviews, IMDB lookups via find_by_imdb_id, and theater listings to build chatbots, recommendation engines, and media apps.

Trading Risk

FREEMIUM

Computes position sizes using Kelly criterion and fractional Kelly formulas, evaluates portfolio heat, and applies configurable risk guardrails based exclusively on user-supplied inputs. No market data APIs are used. Traders and quantitative analysts use it to determine safe trade allocations and monitor overall portfolio risk exposure.

SMB Quote Invoice PDF

FREEMIUM

Generates PDF documents for SMB quotes and invoices using pdfkit rendering, with built-in data validation for accuracy. Developers can integrate it into billing systems to automate PDF creation from structured data. Small business owners and accountants use it for quick, professional document output in sales and payment workflows.

Content Score

FREEMIUM

Computes numerical scores for input text using ML models, evaluating metrics like readability, SEO suitability, sentiment, and toxicity. Developers integrate it via MCP to assess user-generated content in apps; content teams apply it for pre-publish quality checks in blogs and social media.

Online Exam System

FREEMIUM

MCP server for managing online exams, questions, student assessments, and teacher review workflows. It enables programmatic creation of exams, processing of student submissions with scoring, and structured review processes. Educators, exam administrators, and developers building edtech applications use it for automated assessment handling.

github-issue-finder

FREEMIUM

Searches and retrieves GitHub issues using queries for repositories, keywords, labels, states, and assignees. Returns issue details like title, body, and metadata. Developers and repository maintainers use it to automate issue tracking, triage bugs, and check for duplicates before filing new reports.

Halal Globally

FREEMIUM

Halal Globally MCP server facilitates queries to global Halal certification databases for products, ingredients, and suppliers. It enables programmatic verification of compliance with Islamic standards across countries. Developers in food tech, e-commerce, and supply chain apps use it to integrate Halal checks.

Drug Safety Monitor

FREEMIUM

Drug Safety Monitor MCP server tracks FDA drug recalls, shortages, label changes, adverse events, and clinical trials through programmatic access. It delivers structured data for querying safety updates and monitoring changes. Pharmacists, physicians, pharmaceutical developers, and compliance teams use it to integrate real-time drug safety checks into clinical workflows or applications.

The clickhouse-mcp server provides MCP access to ClickHouse columnar OLAP databases, enabling AI models to execute SQL queries and manage data tables. Data analysts and engineers use it to query petabyte-scale datasets for real-time analytics, aggregations, and reporting in AI-driven pipelines.

CRM Deal Intelligence

by The Zahid

FREEMIUM

Delivers an AI CRM decision engine that scores leads and prioritizes deals using machine learning models. It processes CRM data to assign scores based on conversion likelihood and deal value. Sales operations teams and CRM developers use it to automate lead qualification and focus efforts on high-potential opportunities.

Omni-Parcel-Tracker

FREEMIUM

parcel-tracker-mcp provides MCP access to parcel tracking data from major carriers. It retrieves shipment status, delivery estimates, and tracking events using tracking numbers. Developers, logistics coordinators, and e-commerce teams use it to monitor shipments in apps and dashboards.

NextJS Commerce SEO DX

FREEMIUM

Delivers MCP-accessible SEO diagnostics and optimization functions for Next.js e-commerce applications. Enables analysis of page SEO, structured data implementation for products, and Core Web Vitals tuning. Frontend developers and SEO engineers use it to elevate online store search performance.

MCP Youtube Creator

FREEMIUM

YouTube Creator server equips content creators, marketers, and analysts to search videos with search_videos, dissect competitors via analyze_competitor_channel, uncover niche gaps using find_content_gaps, decode thumbnails with analyze_thumbnail_strategy, and generate SEO tags—all powered by your YouTube Data API v3 key. Extract audience insights from comments and track trends for data-driven video strategies.

Marketplace Listing Coach

FREEMIUM

Scores MCP marketplace listings and README sections against MCPize-friendly discovery criteria. Provides feedback on structure, keywords, and formatting to enhance searchability. MCP server developers use it to refine listings prior to submission for better ecosystem visibility.

neuro-mcp-agent MCP server runs a neural-based agent that processes model contexts through neural inference to generate responses or actions. It handles context interpretation without predefined tools, relying on neural architectures for reasoning. AI researchers and ML engineers use it to prototype autonomous agents in MCP environments.

Architect

FREEMIUM

Architect MCP server (architect-mcp) implements Model Context Protocol for software architecture workflows. It enables AI models to maintain persistent context across sessions for design iteration and analysis. Software architects and developers use it to integrate AI into system modeling and validation processes.

database-explorer-pro

by Guide My AI LLC

FREEMIUM

Universal database MCP server — connect to PostgreSQL, MySQL, MSSQL, SQLite, Oracle, MongoDB, Couchbase, Redis, Valkey, Elasticsearch, and DynamoDB from any AI assistant. 23 tools. 12 engines. Full CRUD.

Tax Optimizer

FREEMIUM

Tax Optimizer delivers real-time tax liability calculations for traders and freelancers using income and transaction inputs. It processes trading profits, freelance earnings, and deductions to output estimated taxes under current regulations. Traders use it to assess post-trade liabilities, while freelancers track obligations after invoicing.

Ecommerce Seller Toolkit

FREEMIUM

Ecommerce Seller Toolkit MCP server supplies API access for seller operations on online stores. Users execute functions for product handling, order management, and sales reporting via code. Ecommerce sellers and integration developers apply it to automate store maintenance tasks.

Frontend Scorecard

FREEMIUM

Computes quality scores for frontend codebases and outputs prioritized remediation plans based on metrics like performance, accessibility, and SEO. Frontend developers and QA teams use it to identify issues programmatically. Integrates into CI/CD pipelines for automated audits of web applications.

Crypto Position

FREEMIUM

Provides MCP access to cryptocurrency trading positions via crypto-position-mcp. Retrieves open positions, trade history, P&L metrics, and portfolio summaries. Developers and quantitative traders use it for bots, dashboards, and risk analysis.

Production-safe Zendesk Support MCP: dry-run ticket updates, SLA breach radar, natural-language macro specs, and weekly ops summaries.

Digital Payment BD

FREEMIUM

The Digital Payment BD MCP server supplies Bangladesh-specific digital payment data, covering guidance, currency conversion, bank protocols, safety tips, news, and blockchain payment details. It allows programmatic retrieval of this information for integration into applications. Fintech developers and payment platforms use it for localized financial features in the Bangladesh markets.

Tender Response

FREE

Tender Response is an AI MCP server that parses RFP and tender documents, extracts key requirements, generates compliance matrices, and drafts bid content. It automates the initial stages of bid preparation from unstructured documents. Procurement specialists, bid managers, and sales teams in industries like construction and IT services use it to process multiple tenders efficiently.

Connect to Claude Desktop, Cursor, Cline, or any MCP client. Describe your n8n automation in plain text — get a complete, importable workflow JSON in seconds.

SaaS Marketing metrics calculator MCP

FREEMIUM

Calculates SaaS metrics such as CAC, LTV, payback period, ROAS, and MRR movement from user-provided inputs. Operates statelessly with no external API calls or dependencies. SaaS founders, growth analysts, and finance teams use it to assess customer acquisition efficiency and revenue health without custom spreadsheets.

Analyst SaaS Metrics

FREEMIUM

Computes deterministic MRR/ARR bridges, MRR waterfalls, NRR percentages, validation checks, and markdown table exports from user-supplied inputs without external billing APIs. SaaS finance analysts and data teams use it to derive accurate revenue metrics from spreadsheets or CSV data for cohort analysis and forecasting.

Gmail Sales Briefing

by Md Salman Izhar

FREEMIUM

Processes Gmail data to generate sales briefings by retrieving email threads, attachments, and interaction histories. Extracts deal status, objections, and next steps for call preparation. Sales reps and developers use it to fetch context before meetings or integrate into sales apps via MCP.

Funnel Economics

FREE

Funnel Economics MCP server computes economic metrics for sales and marketing funnels, such as CAC, LTV, churn rates, and ROI via API calls. It supports funnel simulations for scenario testing. Marketers, growth analysts, and finance teams use it to evaluate channel performance and allocation decisions.

Expo Ship Check

FREEMIUM

Performs deterministic audits on Expo and React Native configuration files—app.json, eas.json, and package.json—against pinned Expo and EAS JSON Schemas, plus heuristic checklist rules for ship-readiness. Expo and React Native developers use it to validate setups before EAS builds or app submissions, catching schema violations and common misconfigurations early.

Drive Permission Auditor

by Md Salman Izhar

FREEMIUM

Audits permission settings on Google Drive files, folders, and shared drives by retrieving access lists, roles, and sharing configurations. Security administrators, compliance officers, and IT teams use it for identifying unauthorized access risks and generating audit reports. Integrates via MCP for automated checks in enterprise environments.

Product Hunt Competitor Tracker

by Md Salman Izhar

FREE

Fetches Product Hunt data on competitor products, including launches, daily rankings, upvotes, comments, and maker details. Product managers, marketers, and analysts use it to monitor launch performance, benchmark rivals, and detect market trends.

Similarweb Competitor Intel

by Md Salman Izhar

FREEMIUM

Retrieves Similarweb data on competitor websites via MCP, including traffic estimates, engagement metrics, audience demographics, and digital rankings. Data analysts, marketers, and SEO specialists use it to benchmark performance, identify trends, and support data-driven decisions in competitive research.

Workspace Admin Auditor

by Md Salman Izhar

FREEMIUM

Retrieves and analyzes audit logs of administrative actions in workspaces. Tracks permission changes, user role assignments, and security events programmatically via MCP. Workspace administrators and security analysts use it to investigate incidents and ensure compliance in collaborative platforms.

Implements the Model Context Protocol (MCP) endpoint for JM Studio environments. Enables LLMs to discover and invoke available studio functions through standardized API calls. Developers and AI engineers use it to integrate model-driven automation into studio project workflows.

SaaS KPI Economics

FREEMIUM

Calculates SaaS unit economics metrics such as MRR bridge, LTV, CAC payback, runway, and 2D scenario grids using only user-supplied numerical inputs. No connections to Stripe or other external APIs in version 1. SaaS founders, finance analysts, and growth teams apply it to model business viability and forecast outcomes programmatically.

MCP Wikipedia Knowledge

FREEMIUM

Data analysts and researchers: Search Wikipedia articles in any language with search_wikipedia, fetch summaries and sections via get_article_summary and get_article_sections, and query Wikidata entities with search_wikidata or custom SPARQL via query_wikidata_sparql. Uncover nearby places using search_wikipedia_nearby, featured content with get_wikipedia_featured, and related topics — no API key required.

MCP Nutrition Food

FREEMIUM

Developers and nutrition analysts: Scan barcodes with get_product_by_barcode for Open Food Facts nutrition facts, allergens, and Nutri-Scores on 3M+ products. Search USDA FoodData Central, filter diets via search_foods_by_diet, compare nutrients, check FDA recalls using search_food_recalls, and compute personalized daily targets with calculate_daily_nutrition_targets.

KDP Research Suite

FREEMIUM

The KDP Research Suite MCP server provides API access to research tools for Amazon Kindle Direct Publishing. It supports keyword volume lookup, competitor book analysis, and niche profitability estimation via programmatic calls. Self-publishing authors and book marketers use it to validate ideas and optimize listings before launch.

immo-france-mcp-server

FREEMIUM

Accédez instantanément aux données immobilières françaises : transactions DVF, diagnostics DPE, risques naturels, estimations de prix et rentabilité locative. Un seul appel remplace des heures de recherche sur 4 sites différents. Conçu pour les professionnels de l'immobilier qui veulent gagner du temps.

Trading Journal Analytics MCP

FREEMIUM

MCP server that processes trading journal data to compute performance metrics, risk statistics, and trade pattern insights. It enables programmatic querying of historical trades for backtesting and optimization. Traders, quantitative analysts, and portfolio managers use it to extract actionable data from journal entries.

Jobber

FREEMIUM

An MCP server that connects AI assistants to your Jobber account. Ask questions about your clients, jobs, quotes, and invoices in plain English — no clicking through dashboards.

MCP Research Papers

FREEMIUM

Query 250M+ papers across arXiv, OpenAlex, Semantic Scholar, and PubMed using search_all_sources for merged results with AI TL;DRs, search_arxiv by category/author, and search_pubmed for biomedicine. Build citation graphs via build_citation_graph, extract PDFs with fetch_arxiv_pdf, spot gaps using find_research_gaps, and track trends with get_trending_topics—no API key needed. Researchers, PhD students, data analysts, and developers rely on it for literature reviews, citation tracing, and knowledge mapping.

Payments Reliability Copilot

FREEMIUM

MCP server that exposes AI copilot tools for diagnosing payment transaction failures, computing reliability metrics, and suggesting optimizations. Payments engineers and fintech developers use it to monitor success rates, analyze error patterns, and prevent downtime in processing pipelines.

Exposes Nexudus APIs for managing bookings and coworkers in coworking spaces. Tools enable creating, updating, and querying bookings with cost details and availability checks, plus handling coworker data, team assignments, and business associations. Coworking administrators and developers building space management integrations use it to automate reservations and user management.

GitHub Repository Manager

FREEMIUM

Automate your GitHub workflow with AI. Manage issues, pull requests, projects, workflows, and security alerts directly from Claude, Cursor, or any MCP-compatible AI agent — no manual GitHub tab switching required.

Local Lead Scout

FREEMIUM

Local Lead Scout MCP server allows querying of local business directories to identify potential leads by location, industry, and size criteria. It returns business names, addresses, contacts, and websites for outreach. Sales reps and marketers use it to compile location-specific prospect lists for campaigns.