Best & Trending MCP Servers
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Local-first RAG MCP server in Python: hybrid search (semantic + BM25 keyword boost) over your own documents. 11 MCP tools + CLI, markitdown ingestion for 12 formats, multilingual embeddings, LanceDB.
Token-efficient code intelligence MCP server for AI coding agents.
VV knowledge layer for AI agents — MCP server exposing Visualize Value frameworks, voice, and content
You make a commit. Weeks later you wonder: "Why did I write it this way?"
Give your AI assistant eyes and hands in the Godot editor — and a running game it can actually playtest.
Maybe the headless Ghidra MCP you are looking for.
Use Zotero, Obsidian, and NotebookLM together, or start with any two. research-hub gives your AI assistant a real CLI, MCP server, REST API, and dashboard for repeatable literature workflows.
is a lightweight Python framework for multi-agent orchestration. It implements the (the AI agent orchestration loop) as a deterministic harness with a closed feedback loop: a goal is decomposed into...
Live SEO + AI Search (AEO) dashboard template powered by the Graphed MCP. Hand to a coding agent, point at your workspace.
A local MCP server that gives Claude a durable reading room:
rekal is an MCP server that gives AI coding agents persistent memory across sessions. Memories are stored locally in SQLite and retrieved with hybrid search (BM25 keywords + vector semantics +...
Your agent starts every session as a stranger. Bolting a vector store onto it doesn't fix that: nothing is ever forgotten, near-duplicate memories pile up, and two contradictory facts come back...
This server interacts with the Unstructured API to manage sources, destinations, and workflows. It is not actively maintained and is kept here for reference.
MCP server providing read-only access to Quicken For Mac financial data via Claude
is a professional MCP server for PostgreSQL database operations, monitoring, and management. Supports PostgreSQL 12-18 with comprehensive database analysis, performance monitoring, and intelligent...
MCP server for build123d to improve AI cognition when creating 3D CAD models
A MCP server project that creates powerpoint presentations
MCP Memory Server with DuckDB backend
MCP server for AgentHansa — auto-generated tools from the live API
An MCP server that provides tools for sending and testing in sandbox via Mailtrap.
MCP-сервер для Google Gemini — генерация и редактирование изображений, чат и анализ файлов через браузерные cookies. Без API-ключей. Бесплатно.
MCP remote server for AI Engineer World's Fair 2025
Flight search, price tracking and booking for AI agents. Hosted MCP server (mcp.flightclaw.com) + open-source skill.
Treegress Browser MCP is a Treegress-maintained fork of Playwright MCP. It exposes browser automation tools for MCP clients while delegating the snapshot and locator core to the Treegress Playwright...