MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20701 |
Summarizes GitHub discussions, issues, and pull requests by storing data locall…
|
B 73 4⁄3 | ||||||||
| 20702 |
Funplay Unity MCP
Claim
stdio bridge for the local Unity Editor MCP server from FunplayAI/funplay-unity…
|
B 73 3⁄3 | ||||||||
| 20703 |
An MCP server that enables AI agents to create, read, edit, and manage Jupyter …
|
B 73 4⁄3 | ||||||||
| 20704 |
Condition watcher for AI assistants — wait for ports, files, URLs, processes, a…
|
B 73 4⁄3 | ||||||||
| 20705 |
Enables comprehensive management of Proxmox Virtual Environment through 35 tool…
|
B 73 4⁄4 | ||||||||
| 20706 |
MCP server for Google Drive that enables listing, searching, uploading, downloa…
|
B 73 4⁄3 | ||||||||
| 20707 |
Engram
Claim
Headless geometric memory engine for AI agents — no Vector DB, no cloud, no API…
|
B 73 3⁄3 | ||||||||
| 20708 |
Quadruple consensus MCP server for code validation using Codex, Gemini, and Qwen
|
B 73 4⁄3 | ||||||||
| 20709 |
Rails AI Context
Claim
38 MCP tools give AI agents live Rails schema, routes, models, and conventions.
|
B 73 3⁄3 | ||||||||
| 20710 |
MCP server for LynxPrompt — browse, search, and manage AI configuration bluepri…
|
B 73 3⁄3 | ||||||||
| 20711 |
MCP server for deterministic document infrastructure, enabling canonical normal…
|
B 73 4⁄3 | ||||||||
| 20712 |
meok-governance-engine-mcp MCP server by MEOK AI Labs
|
B 73 3⁄3 | ||||||||
| 20713 |
Model Context Protocol Server for European Parliament Open Data
Providing AI as…
|
B 73 4⁄3 | ||||||||
| 20714 |
Apollo.io MCP server. Search people, enrich contacts, find emails, research com…
|
B 73 3⁄3 | ||||||||
| 20715 |
Geth MCP Proxy
Claim
Bridges Ethereum JSON-RPC queries from Geth nodes to the Model Context Protocol…
|
B 73 4⁄4 | ||||||||
| 20716 |
Reflexive Memory for AI Agents - MCP Server. Remembers, forgets, questions, and…
|
B 73 3⁄3 | ||||||||
| 20717 |
|
B 73 3⁄3 | ||||||||
| 20718 |
An MCP server that provides tools for parliamentary research by allowing users …
|
B 73 4⁄4 | ||||||||
| 20719 |
glowfic-rag
Claim
Provides semantic search capabilities over glowfic.com content using a pre-buil…
|
B 73 3⁄3 | ||||||||
| 20720 |
Search and cite ASTGL articles about MCP servers, local AI, and AI automation.
|
B 73 3⁄3 | ||||||||
| 20721 |
mcptools
Claim
A command-line interface for interacting with MCP (Model Context Protocol) serv…
|
B 73 4⁄3 | ||||||||
| 20722 |
Enables AI assistants to interact with Obsidian vaults through direct filesyste…
|
B 73 4⁄3 | ||||||||
| 20723 |
Integrates Firecrawl web scraping capabilities, enabling web content extraction…
|
B 73 4⁄4 | ||||||||
| 20724 |
Convert between document formats — DOCX/PDF to Markdown, Markdown to DOCX.
|
B 73 3⁄3 | ||||||||
| 20725 |
Headless browser with SHA-256 audit trails and Ed25519-signed proof bundles for…
|
B 73 4⁄3 | ||||||||
| 20726 |
Create agentic AI workflows in ROBLOX Studio
|
B 73 4⁄3 | ||||||||
| 20727 |
An MCP server that provides AI assistants with comprehensive access to n8n work…
|
B 73 4⁄4 | ||||||||
| 20728 |
MCP server for ElevenLabs Conversational AI (not TwelveLabs video) — agents, KB…
|
B 73 3⁄3 | ||||||||
| 20729 |
Enable AI assistants to interact with Meilisearch through a standardized interf…
|
B 73 4⁄3 | ||||||||
| 20730 |
ananke
Claim
The Visual Control Plane for MCP Servers & AI Skills.
|
B 73 3⁄3 | ||||||||
| 20731 |
MCP server for Litra.ai – AI-powered academic paper search with relevance scori…
|
B 73 3⁄3 | ||||||||
| 20732 |
unreal-mcp
Claim
MCP server for Unreal Engine that uses Unreal Python Remote Execution
|
B 73 4⁄3 | ||||||||
| 20733 |
Enables AI agents to programmatically control and automate VSCode by interactin…
|
B 73 4⁄3 | ||||||||
| 20734 |
Provides access to Leadpipe's intent and data APIs for topic discovery, audienc…
|
B 73 3⁄3 | ||||||||
| 20735 |
Enables comprehensive management of CloudStack infrastructure through natural l…
|
B 73 4⁄4 | ||||||||
| 20736 |
MCP server for SAP ABAP development with 15 tools for ABAP objects, syntax, ATC…
|
B 73 3⁄3 | ||||||||
| 20737 |
PerformanceStudio
Claim
Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI…
|
B 73 3⁄3 | ||||||||
| 20738 |
MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants
|
B 73 4⁄3 | ||||||||
| 20739 |
asc-mcp
Claim
App Store Connect API server with 208 tools for managing apps, builds, TestFlig…
|
B 73 3⁄3 | ||||||||
| 20740 |
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
|
B 73 3⁄3 | ||||||||
| 20741 |
MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse,…
|
B 73 4⁄3 | ||||||||
| 20742 |
Provides AI assistants with comprehensive access to n8n workflow automation pla…
|
B 73 4⁄4 | ||||||||
| 20743 |
mcpls
Claim
Universal MCP to LSP bridge - expose Language Server Protocol capabilities as M…
|
B 73 4⁄3 | ||||||||
| 20744 |
AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provide…
|
B 73 3⁄3 | ||||||||
| 20745 |
Provides 18 tools for MacCMS spider development, including website analysis, so…
|
B 73 3⁄3 | ||||||||
| 20746 |
suprsonic-mcp
Claim
One API key, dozens of capabilities for your AI agent. Zero provider auth.
|
B 73 3⁄3 | ||||||||
| 20747 |
dvmcp
Claim
DVMCP is a bridge implementation that connects Model Context Protocol (MCP) ser…
|
B 73 4⁄3 | ||||||||
| 20748 |
An MCP server that provides a smart proxy to other mcp servers
|
B 73 3⁄3 | ||||||||
| 20749 |
Enables users to create, manage, and execute Google Apps Script projects throug…
|
B 73 4⁄4 | ||||||||
| 20750 |
MCP server for Webmin with 61 tools for Linux system administration: services, …
|
B 73 4⁄4 | ||||||||