Discover Awesome MCP Servers

Jama MCP Server

Enables LLM clients to semantically search and query metadata within Jama requirements management via RAG and native API filters.

AgentCore MCP Reverse Connector

Deploys a minimal MCP-compatible Python tool server on Amazon EKS that establishes an outbound WebSocket connection to an AgentCore Gateway. It exposes two tools (get_system_info and echo_data) for tool discovery and invocation through the MCP protocol.

Executor Cloudflare MCP Server

Deploys an open-source integration layer for AI agents (Executor) to Cloudflare, providing a private MCP endpoint secured by Cloudflare Access, with D1 database, R2 storage, and Durable Objects for session management.

NFL Data MCP

A factual NFL data server that provides player search, profiles, statistics, schedules, rosters, and more via MCP tools, with automatic on-demand retrieval and transparent caching from nflverse.

Mac Local Mail MCP

Enables MCP clients to search, read, and inspect Apple Mail on macOS, including conversations and attachments. It can create new, reply, reply-all, or forward drafts, but cannot send or modify existing messages.

MCP DeepWiki Server

A Model Context Protocol server that enables AI assistants to fetch and understand GitHub repository documentation on-demand from DeepWiki during conversations.

PMOS

An MCP server that gives an agent product data, feedback, metrics, sandbox analysis, and gated Jira tickets — so it can investigate drops, write PRDs, and file work with evidence.

IFCX MCP

Enables AI assistants to create, edit, and export IFC5/IFCX building information models through natural language, handling spatial structure, elements, geometry, metadata, validation, and export.

RD Station

MCP server for RD Station Marketing enabling AI agents to manage contacts, conversion events, webhooks, and account info via OAuth 2.0.

Rechtspraak MCP Server

MCP server for searching and analyzing Dutch case law with advanced search, faceted filtering, and citation analysis.

idealo MCP Server

Enables product search, price comparison, and price history analysis across 6 European marketplaces (DE, AT, GB, FR, IT, ES).

Fivetran MCP Server

Enables you to interact with your Fivetran environment through natural language, supporting read-only queries about connections and syncs, and write operations like updating sync frequency when enabled.

Symbolic Algebra MCP Server

A Model Context Protocol server that enables LLMs to autonomously perform symbolic mathematics and computer algebra through SymPy's functionality for manipulating mathematical expressions and equations.

recap-mcp

Open-source MCP server giving Claude persistent project memory via plain markdown files. Local-first workspace with 11 tools for projects, tasks, sessions, and notes.

MCP Server

A production-ready Model Context Protocol server built with Python and FastMCP, featuring modular architecture, centralized tool registration, Docker support, and a suite of utility tools for AI applications.

mcp-server-demo

Exposes database and external API tools via the Model Context Protocol, enabling LLMs to query SQLite and call public APIs with validated inputs and error handling.

82-0 Dream MCP Server

Exposes the 82-0 Dream NBA lineup game's game modes, roster picks, scenarios, FAQ, and official links to MCP-compatible AI clients.

KenyaMCPServer

Provides access to Kenya's civic datasets including parliament records, county budgets, SACCO registry, and drought data through MCP tools. Enables AI agents to analyze and query Kenyan public data for civic applications.

memory-forge

A production-ready MCP server for persistent AI memory across LLMs like Claude and ChatGPT. Provides automatic conversation backup, multi-user support, and multi-storage (PostgreSQL, Redis, Qdrant).

google-contacts-mcp-server

Serverless connector to access Google Contacts via MCP, enabling AI agents to securely interact with contacts without storing data.

GHL Coaching MCP Server

Provides MCP tools to interact with GoHighLevel CRM data, including contacts, conversations, call transcripts, broker lead overviews, pipelines/opportunities, and task creation. Supports both stdio and HTTP transports for local and remote use.

ato-mcp

MCP server that connects AI agents to 34,500+ Australian Taxation Office documents, providing cited answers, tax deduction discovery, depreciation scheduling, BAS checklists, and audit risk assessment through 13 specialized tools.

quantumproxies-mcp

Enables AI agents to scrape, search, map, and crawl the web through residential proxies with real-browser TLS fingerprints, and to generate ready-to-use proxy endpoints of various types for any HTTP client.

semantic-product-search-mcp

Exposes product catalog and semantic search as tools for an LLM agent, enabling natural language product recommendations based on intent rather than keyword matching.

LeadSpark MCP

Enables AI agents to research companies and find contacts with structured data from multiple free sources, including company info, tech stack, and email addresses.

urano-charts

Provides advanced charting widgets (uPlot time series, ECharts box plots and parallel coordinates) for Urano Desktop/Cloud via MCP tools that build uiSpec JSON for rendering.

content-studio

MCP server for content-studio, enabling AI agents to manage content ideas, channels, personas, and drafts with approval-based edits.

NoteHarbor MCP

Provides MCP tools to upsert and search vector-embedded note chunks, enabling semantic retrieval from a PostgreSQL/pgvector backend.

mysql-db-reader

Read-only MySQL database access via MCP. Enables listing databases, tables, schemas, running SELECT queries, and EXPLAIN plans.

Choice Wiki MCP

Provides Claude with a knowledge base about the Choice restaurant platform, enabling natural language queries about products, pricing, integrations, and features.