Awesome Mcp Servers

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

An AI-powered task-management system you can drop into Cursor, Lovable, Windsurf, Roo, and others.

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

Hindsight: Agent Memory That Learns

A beautiful, powerful, self-hosted ROM manager and player.

The world's best AI personal assistant for email. Open source app to help you reach inbox zero fast.

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

All-in-one platform for search, recommendations, RAG, and analytics offered via API

One SQL interface for 60+ tools (e.g., GitHub, Notion, Airtable). Plug into any LLM through MCP.

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis

Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline, without rerunning it. Cluster mode, air-gap deploy. https://bernstein.run

An MCP server for interacting with Sentry via LLMs.

Per-component Internationalisation solution for JS application. Type-Safe. Translate with AI. Edit Visually.

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages such as Python, C, C++, Rust, Zig, Lua.

AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner, SHACL validation, SPARQL, versioning. Single binary, no JVM.

A Node.js–based Model Context Protocol server that spins up disposable Docker containers to execute arbitrary JavaScript.

High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, SOAP in one binary.

No description.

High-performance SQL parser, formatter, linter & security scanner for Go - 1.5M+ ops/sec, multi-dialect, zero-copy, race-free

TSGram - Telegram MCP Server for local Claude Code integration - debug and vibe code on the go!

See through your agent's eyes. Visualize legacy code, architect new systems, understand everything.

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations.

CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable.

HitKeep is privacy-first analytics for humans and AI agents, self-hosted or in managed EU/US cloud regions.

Self-hosted MCP server for your documentation

Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 450+ MCP tools, human-in-the-loop approvals. Works with Claude, GPT-4o, Gemini, Ollama, Codex.

Local-first MCP server that gives coding agents structured context packets, code/schema facts, and diagnostics - backed by a local SQLite store.

Formula workbooks for Node services: edit inputs, recalculate formulas, read outputs, persist WorkPaper JSON, and expose MCP tools.

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

Local-first knowledge graph for developers. Watches your files, builds a knowledge graph with LLMs, lets you query across projects.

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

The world's largest library of translated ancient texts. AI-powered OCR and translation of Renaissance and early modern manuscripts.

Credential isolation for AI agents. Local-first transparent proxy — your agent never sees your API keys.

Open infrastructure for AI agents to discover and pay each other

63 deterministic quant computation tools for autonomous financial agents. Options, derivatives, risk, portfolio, statistics, crypto/DeFi, macro/FX, TVM. 1,000 free calls/day — no signup.

The simplest AI-ready secrets manager. Local-first, single-binary CLI & Desktop app with MCP integration. Never expose secrets to AI agents.

Deterministic security proxy for MCP tool calls — iptables for MCP

Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, and structured content from Git.

Unified job search for AI agents. MCP server integrating x402, RentAHuman, Virtuals, and more into a single interface for finding work and comparing prices across the agent economy.

AgentGraph: Trust and identity layer for the agent internet

Verified knowledge for AI agents. Compress context, extract and store facts, define rules, and ask questions — get deterministic answers with proof, not LLM guesses. Connect agents via MCP, Python SDK, TypeSc

AgentForge — subscription marketplace for AI agents, tools & content. Built for developers and AI agents alike.

File uploads for developers. Done right.

MCP-powered task manager that lets Claude AI prioritize your work. Desktop app with Microsoft To Do-style UI, intelligent prioritization strategies (Eisenhower, quick wins, high impact), goal tracking, and concurrent SQLite access.