MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20801 |
Scan codebases for AI usage, classify risk, generate EU AI Act compliance repor…
|
B 73 3⁄3 | ||||||||
| 20802 |
|
B 73 3⁄3 | ||||||||
| 20803 |
MCP server for Oura Ring API v2 (sleep, activity, readiness, heart rate, workou…
|
B 73 3⁄3 | ||||||||
| 20804 |
A Model Context Protocol (MCP) server that provides persistent memory and conte…
|
B 73 4⁄4 | ||||||||
| 20805 |
Summarizes GitHub discussions, issues, and pull requests by storing data locall…
|
B 73 4⁄3 | ||||||||
| 20806 |
Enable AI assistants to interact with Meilisearch through a standardized interf…
|
B 73 4⁄3 | ||||||||
| 20807 |
gencodedoc
Claim
Versioning de code et génération de documentation intelligents. Supporte CLI, A…
|
B 73 4⁄3 | ||||||||
| 20808 |
This server implementation allows AI assistants to interact with Asana's API, e…
|
B 73 4⁄4 | ||||||||
| 20809 |
This is a Model Context Protocol (MCP) server that gets answers from your Perfe…
|
B 73 4⁄3 | ||||||||
| 20810 |
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
|
B 73 3⁄3 | ||||||||
| 20811 |
SeekChat
Claim
SeekChat supports MCP tool execution, enabling AI to directly control your comp…
|
B 73 4⁄3 | ||||||||
| 20812 |
glowfic-rag
Claim
Provides semantic search capabilities over glowfic.com content using a pre-buil…
|
B 73 3⁄3 | ||||||||
| 20813 |
maxion-mcp-gateway
Claim
Join us at the frontier of efficiency. This hardware-level optimization suite, …
|
B 73 3⁄3 | ||||||||
| 20814 |
Enables LLMs to create and modify Godot game engine projects by managing scenes…
|
B 73 4⁄3 | ||||||||
| 20815 |
Enables LLMs to compute cryptographic hashes and perform key derivation functio…
|
B 73 3⁄3 | ||||||||
| 20816 |
A Model Context Protocol server for the Colombo Stock Exchange that enables use…
|
B 73 3⁄3 | ||||||||
| 20817 |
MCP server exposing Z3 solver API
|
B 73 3⁄3 | ||||||||
| 20818 |
A production-ready MCP server that integrates OpenAI with FastAPI and Redis to …
|
B 73 4⁄3 | ||||||||
| 20819 |
Funplay Unity MCP
Claim
stdio bridge for the local Unity Editor MCP server from FunplayAI/funplay-unity…
|
B 73 3⁄3 | ||||||||
| 20820 |
MCP server for Godot game engine integration — control the Godot editor with AI
|
B 73 4⁄3 | ||||||||
| 20821 |
A self-maintaining knowledge base for AI agents that manages facts, resources, …
|
B 73 4⁄3 | ||||||||
| 20822 |
toolhive-catalog
Claim
ToolHive's registry catalog of MCP servers
|
B 73 4⁄3 | ||||||||
| 20823 |
AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provide…
|
B 73 3⁄3 | ||||||||
| 20824 |
An MCP server that converts Windows WPR .etl performance traces into structured…
|
B 73 3⁄3 | ||||||||
| 20825 |
MCP server for ElevenLabs Conversational AI (not TwelveLabs video) — agents, KB…
|
B 73 3⁄3 | ||||||||
| 20826 |
PerformanceStudio
Claim
Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI…
|
B 73 3⁄3 | ||||||||
| 20827 |
psyXe MCP Server
Claim
Apple Notes, Reminders, and Contacts for AI assistants. BERT semantic search. m…
|
B 73 3⁄3 | ||||||||
| 20828 |
An MCP server that enables AI agents to create, read, edit, and manage Jupyter …
|
B 73 4⁄3 | ||||||||
| 20829 |
MCP server for CookUnity meal delivery service. Browse menus, manage carts, con…
|
B 73 4⁄4 | ||||||||
| 20830 |
Follow Up Boss CRM in plain English. 160 tools; bring your own API key.
|
B 73 4⁄3 | ||||||||
| 20831 |
Persistent semantic memory API for AI agents via BlueColumn.
|
B 73 3⁄3 | ||||||||
| 20832 |
Auto-loads skills into agent sessions. MiniMax vision and search proxy.
|
B 73 3⁄3 | ||||||||
| 20833 |
|
B 73 4⁄3 | ||||||||
| 20834 |
|
B 73 3⁄3 | ||||||||
| 20835 |
An MCP server that provides AI assistants with comprehensive access to n8n work…
|
B 73 4⁄4 | ||||||||
| 20836 |
A comprehensive MCP server for Jira, Confluence, and Bitbucket that supports bo…
|
B 73 4⁄3 | ||||||||
| 20837 |
MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse,…
|
B 73 4⁄3 | ||||||||
| 20838 |
Connects Claude Code to Microsoft Excel add-ins via the Chrome DevTools Protoco…
|
B 73 3⁄3 | ||||||||
| 20839 |
Apache Doris MCP Server
|
B 73 4⁄3 | ||||||||
| 20840 |
MCP server for Google Drive that enables listing, searching, uploading, downloa…
|
B 73 4⁄3 | ||||||||
| 20841 |
Enables AI assistants to manage Migadu email hosting services through natural l…
|
B 73 4⁄4 | ||||||||
| 20842 |
Cloudflare MCP Server — 84 tools for DNS, Tunnels, WAF, Zero Trust, R2, KV & Wo…
|
B 73 4⁄3 | ||||||||
| 20843 |
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
|
B 73 4⁄3 | ||||||||
| 20844 |
A deterministic architecture audit engine for Cursor. It enforces visual Mermai…
|
B 73 3⁄3 | ||||||||
| 20845 |
Local proxy that cuts your Claude / OpenAI / Gemini bill 70%+. Drop-in for Curs…
|
B 73 3⁄3 | ||||||||
| 20846 |
Enables AI assistants to convert, validate, and deploy websites to the Fast Mod…
|
B 73 4⁄4 | ||||||||
| 20847 |
OpenMetadata
Claim
OpenMetadata is a unified metadata platform for data discovery, data observabil…
|
B 73 4⁄3 | ||||||||
| 20848 |
Exposes codebase analysis data, including module structures, dependencies, and …
|
B 73 3⁄3 | ||||||||
| 20849 |
An MCP server that enables AI assistants to control Adobe After Effects through…
|
B 73 4⁄3 | ||||||||
| 20850 |
Enables Claude Code to interact with WhatsApp for reading messages, sending rep…
|
B 73 3⁄3 | ||||||||