Awesome Mcp Servers

Python tool for converting files and office documents to Markdown.

The fastest path to AI-powered full stack observability, even for lean teams.

Hindsight: Agent Memory That Learns

:hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Steer it all from Slack, web, desktop, or the MCP.

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free

The easiest way to run WireGuard VPN + Web-based Admin UI.

A retro game engine for Python

The Cloud-Native API Gateway and AI Gateway

MCP Toolbox for Databases is an open source MCP server for databases.

Replace 'hub' with 'ingest' in any GitHub URL to get a prompt-friendly extract of a codebase

Python SQL Parser and Transpiler

🤖 AI Gateway | AI Native API Gateway

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

Build databases, automations, apps & agents with AI — no code. Open source platform available on cloud and self-hosted. GDPR, HIPAA, SOC 2 compliant. Best Airtable alternative.

Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.

Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

Vizro is a low-code toolkit for building high-quality data visualization apps.

Plugin for JADX to integrate MCP server

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

Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

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

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.

Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantaco.github.io/skylos/repo-map/

Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool

This repository has been merged into Canner/WrenAI under the core/ directory

A MCP (Model Context Protocol) server for interacting with dbt.

MCP server for interacting with the Aseprite API

An engineering and verification platform for trustworthy enterprise ontologies and knowledge graphs.

AI said it finished. Flyto2 shows the proof.

A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client.

No description.

Remote approvals, policy checks, and execution evidence for unattended AI agents.

Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership memory. Crafted with care by human + AI—accept no knock-offs.

(S)AGE - (Sovereign) Agent Governed Experience

Facebook MCP server for automating posts, comment moderation, insights, and sentiment filtering.

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

The MCP server for interacting with Blockchain, Swaps, Strategic Planning and more.

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.

No description.

Persistent session memory for AI coding agents — local-first, with on-device inference, associative recall, and drift detection. Works with Claude Code, Cursor, and Codex.

This repo helps us to analyze googla ads performance data

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

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

MCP Server for Chronulus AI Forecasting and Prediction Agents

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.

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