Discover Awesome MCP Servers

LogicMem MCP Server

Provides persistent memory, reasoning engine, agent-to-agent sharing, and immutable audit trail for AI agents via the Model Context Protocol.

Skill Agent Gateway

An MCP server that provides intelligent discovery, search, and on-demand loading of Claude Code skills and agents, reducing token usage by lazy loading.

Cortex

Obsidian-backed knowledge graph with semantic search, entity extraction, and cross-session memory. 11 MCP tools. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible editor.

mytool3

A lightweight MCP server that bridges Claude AI with local Python execution, enabling personalized greetings and demonstrating local tool integration.

MCP Server Test

MCP服务器测试仓库 (MCP Fúwùqì cèshì cāngkù)

Proof of Invention

Proof of Invention

Perplexity MCP Zerver

利用 Perplexity 的高级 MCP 服务器，无需 API 密钥

OntoRamp Decision Intelligence

Enables AI agents to log, evaluate, and ground consequential decisions against an organization's authority graph, creating a traceable audit trail for governance.

Anaerobic Design MCP Server

Enables anaerobic digester design from feedstock characterization to dynamic simulation using a complete mADM1 model with 63 components, including AI-powered state generation and thermodynamic pH solving.

rails-lens

An MCP server that exposes Ruby on Rails implicit dependencies like callbacks, associations, and concerns to AI coding tools.

risk-analytics-mcp-server

Provides AI agents with quantitative risk tools such as VaR, expected shortfall, GARCH volatility, backtesting, stress testing, tail risk analysis, and credit scoring using synthetic or user-supplied data.

fb-organic-mcp

MCP server for managing organic Facebook Page content: create and schedule posts, read posts and comments, view page insights, and delete posts.

mcp-yfinance-ux

Provides Bloomberg Terminal-style market data for AI agents, with formatted tables and navigable hierarchy (markets → sector → ticker).

Standard Metrics MCP Server

Connects AI clients to the Standard Metrics API for automated analysis of venture capital portfolio data. It enables users to query financial metrics, track company performance, and generate comprehensive reports using natural language.

keycloak-source-mcp

An MCP server that enables AI assistants to navigate, search, and analyze local Keycloak source code to support developer customizations like SPIs and authenticators. It provides tools for searching classes, generating boilerplate code, detecting breaking changes between versions, and tracing dependencies.

ARL-DMS MCP Server

Exposes the AKIJ Resources Document Management System to MCP clients, enabling search, listing, and retrieval of documents across risk databases, Google Drive, and legal sources via stdio JSON-RPC 2.0. Provides read-only access to 14,500+ indexed files and folders with tools for risk lookups and Bangladesh law references.

Mediastack News MCP Server

Provides access to the Mediastack News API, enabling users to fetch the latest news stories and browse news sources with filtering options by keywords, countries, languages, and categories.

mcp-nexus

A multi-provider MCP server that unifies Tavily and Brave Search APIs, with key management, admin UI, and flexible search strategies.

SEC Funding Tracker MCP Server

Enables AI agents to search and retrieve US company funding events from SEC Form D filings, including amount raised, industry, executives, and filing URLs.

voxfactura-mcp

MCP server for VoxFactura enabling AI assistants to query business data (invoices, expenses, project margins, clients, VAT) and create draft quotes or mark invoices paid via a scoped API, with no direct client sends.

Product Researcher MCP Server

Enables product research and web search directly from the terminal, with tools for product briefs, comparisons, pricing lookups, alternative discovery, and general web search.

Grok SearXNG Adapter MCP

MCP server that enables web search via Grok's web_search tool and web page fetching via Firecrawl, with configurable options for search mode and content extraction.

Knowledge MCP

An MCP server that acts as a knowledge engine for software projects, delivering relevant context at the start of a task and accumulating knowledge at its end through tools like start_task, context, finish_task, remember, and search, with a file-based source of truth and optional semantic retrieval via Graphiti/Neo4j.

prforge

PRForge is an agentic PR bot that reads a GitHub issue, understands the codebase, writes a fix, runs tests in a sandbox, and opens a human-reviewed pull request. It can also run as an MCP server to provide tools for Claude Desktop or Cursor.

Code-Oracle

MCP server for automated architectural mapping, security vulnerability detection, ML asset tracking, and code metrics in local repositories.

FacturaHub MCP Server

Enables AI assistants to manage business operations including invoicing, WooCommerce syncing, expense tracking, POS, inventory, and team management through natural language.

ai-git

A deterministic MCP server that reimplements ai-git-fish workflows (aicommit, aibranch, aipr) with Leantime integration, enabling Claude Code and Codex to perform git operations and manage tickets without an internal LLM.

Bitbucket Server MCP

A professional MCP server for Bitbucket Server that enables automation of pull request management, code review, and repository operations.

Agent Room

A multi-agent collaboration layer for AI coding agents enabling real-time communication, code review, and task handoff across distributed development sessions.