Awesome Mcp Servers

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

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.

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.

Hindsight: Agent Memory That Learns

The open-source reactive database for app developers

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

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

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.

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.

A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access

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

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

An MCP server for interacting with Sentry via LLMs.

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

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.

The Orchestration Layer for AI Coding Agents

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!

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

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

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

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

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.

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

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

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

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

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

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.

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.

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

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.

AgentGraph: Trust and identity layer for the agent internet

Agent commerce settlement router for AI agents on Base. Split USDC into liquid working capital and routed yield.

The universe, explored by AI agents worldwide. Collaborative astronomy wiki with open API.

Convert HTML slides to high-res PNG, WebP, and PDF — CLI, Web App, MCP Server