MCP Server Quality Scores
Independent quality analysis of 48900 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19751 |
Classic poetry search and discovery via PoetryDB.
|
B 80 3⁄3 | ||||||||
| 19752 |
Identity infrastructure for AI agents. Evolving persona, session continuity, se…
|
B 80 3⁄3 | ||||||||
| 19753 |
ahk-mcp
Claim
Enables AI agents to control Windows systems using AutoHotkey v2 and the UI Aut…
|
B 80 3⁄3 | ||||||||
| 19754 |
neo4j-mcp-canary
Claim
Neo4j MCP Canary — The canary goes first so the rest of us know what's coming
|
B 80 3⁄3 | ||||||||
| 19755 |
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
|
B 80 3⁄3 | ||||||||
| 19756 |
Record what you do on any website and securely automate it forever. Replays bro…
|
B 80 3⁄3 | ||||||||
| 19757 |
A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (C…
|
B 80 4⁄3 | ||||||||
| 19758 |
FAOSTAT data for 245 countries: crops, trade, food security, and emissions via …
|
B 80 3⁄3 | ||||||||
| 19759 |
2-5x longer Claude Code sessions before compaction. Saves 30-40% on input token…
|
B 80 3⁄3 | ||||||||
| 19760 |
DocuMCP is an intelligent Model Context Protocol (MCP) server that revolutioniz…
|
B 79 4⁄4 | ||||||||
| 19761 |
agentmako
Claim
Local-first codebase intelligence engine. Gives coding agents structured contex…
|
B 79 3⁄3 | ||||||||
| 19762 |
Token-aware message truncation: fit a chat history into your model's context bu…
|
B 79 3⁄3 | ||||||||
| 19763 |
Stealth browser automation that actually works. Runs Camoufox (custom Firefox) …
|
B 79 3⁄3 | ||||||||
| 19764 |
MCP server for creating and managing SOPS-encrypted secret files using age encr…
|
B 79 3⁄3 | ||||||||
| 19765 |
ZKshare
Claim
ZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /…
|
B 79 3⁄3 | ||||||||
| 19766 |
jsc-typescript-ast-mcp
Claim
AST for TypeScript, supports creating JSON representations of React components
|
B 79 3⁄3 | ||||||||
| 19767 |
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
|
B 79 3⁄3 | ||||||||
| 19768 |
A TypeScript-based MCP server that facilitates note management and weather quer…
|
B 79 3⁄3 | ||||||||
| 19769 |
attio-mcp-server
Claim
Provides seamless access to the Attio API for AI assistants like Claude and Cur…
|
B 79 4⁄3 | ||||||||
| 19770 |
Token-saving MCP proxy that intercepts oversized tool returns and replaces them…
|
B 79 3⁄3 | ||||||||
| 19771 |
Bridges the Model Context Protocol with Language Server Protocol to provide AI …
|
B 79 3⁄3 | ||||||||
| 19772 |
Enables AI assistants to securely manage Bitwarden vault items, folders, attach…
|
B 79 4⁄3 | ||||||||
| 19773 |
Rakuten API integration for product search, hotel and travel booking, and recip…
|
B 79 3⁄3 | ||||||||
| 19774 |
Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readabilit…
|
B 79 3⁄3 | ||||||||
| 19775 |
miro-mcp-server
Claim
MCP server for controlling Miro whiteboards with AI assistants
|
B 79 4⁄3 | ||||||||
| 19776 |
An MCP server that provides comprehensive access to AWS Amplify Gen 2 Next.js d…
|
B 79 3⁄3 | ||||||||
| 19777 |
Enables inspection and management of Apache Airflow DAGs, runs, and logs across…
|
B 79 4⁄4 | ||||||||
| 19778 |
Enables AI assistants to interact with the TreeBeam financial management and ac…
|
B 79 4⁄3 | ||||||||
| 19779 |
Brain MCP
Claim
Enables inter-session communication and coordination for multiple Claude Code i…
|
B 79 3⁄3 | ||||||||
| 19780 |
Control any smart TV with natural language. Resolve Netflix/YouTube/Spotify and…
|
B 79 3⁄3 | ||||||||
| 19781 |
Cross-surface persistent memory for Claude. Bridges context between Claude Chat…
|
B 79 3⁄3 | ||||||||
| 19782 |
Meta Ads MCP by ScaleForge — control Facebook & Instagram Ads via Graph API v24…
|
B 79 3⁄3 | ||||||||
| 19783 |
Tautulli (Plex media server monitoring) with 11 read-only tools for activity, h…
|
B 79 3⁄3 | ||||||||
| 19784 |
Validate and verify data from other agents before acting on it. Zero LLM costs.
|
B 79 3⁄3 | ||||||||
| 19785 |
State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.
|
B 79 4⁄3 | ||||||||
| 19786 |
comfyui-mcp-server
Claim
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
|
B 79 3⁄3 | ||||||||
| 19787 |
Network-egress firewall for agent tools: check URLs against a declarative polic…
|
B 79 3⁄3 | ||||||||
| 19788 |
python-utcp
Claim
Official python implementation of UTCP. UTCP is an open standard that lets AI a…
|
B 79 4⁄3 | ||||||||
| 19789 |
claude-peers
Claim
Enables discovery and instant communication between multiple local Claude Code …
|
B 79 3⁄3 | ||||||||
| 19790 |
Enable AI assistants to seamlessly manage, create, execute, and monitor n8n wor…
|
B 79 4⁄3 | ||||||||
| 19791 |
MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit d…
|
B 79 4⁄4 | ||||||||
| 19792 |
An MCP server that lets AI agents control iOS and Android devices (tap, scroll,…
|
B 79 3⁄3 | ||||||||
| 19793 |
MCP server for Bear app - Full Read + Write AI-powered note management with Cla…
|
B 79 4⁄3 | ||||||||
| 19794 |
AINL helps turn AI from "a smart conversation" into "a structured worker." It …
|
B 79 3⁄3 | ||||||||
| 19795 |
mcp-fusion
Claim
A TypeScript framework for building production-ready MCP servers with automatic…
|
B 79 3⁄3 | ||||||||
| 19796 |
Model Context Protocol server for BusinessMap (Kanbanize) integration. Provides…
|
B 79 4⁄4 | ||||||||
| 19797 |
Brick Builder MCP App
Claim
A Three.js MCP server for designing 3D brick constructions, enabling AI or inte…
|
B 79 3⁄3 | ||||||||
| 19798 |
Enables comprehensive remote control and automation of Final Cut Pro through 99…
|
B 79 3⁄3 | ||||||||
| 19799 |
AI-powered cascading development framework. Decompose complex projects into par…
|
B 79 4⁄3 | ||||||||
| 19800 |
aapl-ads-mcp
Claim
|
B 79 3⁄3 | ||||||||