MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21151 |
MCP server for amoCRM API — leads, contacts, pipelines. Auth: Bearer token.
|
B 71 3⁄3 | ||||||||
| 21152 |
An MCP server that runs a quality gate on generated code, executing it in a san…
|
B 71 3⁄3 | ||||||||
| 21153 |
Enables direct access to Norwegian company data — lookup, search, roles, subuni…
|
B 71 3⁄3 | ||||||||
| 21154 |
A self-evolving engineering playbook system that provides AI assistants with st…
|
B 71 4⁄4 | ||||||||
| 21155 |
UniMCP4CC
Claim
Enables Claude Code to directly control Unity Editor, supporting scene manipula…
|
B 71 4⁄3 | ||||||||
| 21156 |
AI bookkeeper. Connect QuickBooks to Claude Desktop.
|
B 71 3⁄3 | ||||||||
| 21157 |
Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) w…
|
B 71 3⁄3 | ||||||||
| 21158 |
|
B 71 3⁄3 | ||||||||
| 21159 |
Enables AI assistants to manage Warteg Online meal delivery subscriptions throu…
|
B 71 4⁄3 | ||||||||
| 21160 |
openaccountants
Claim
Open-source AI accounting skills, checked by licensed accountants jurisdiction …
|
B 71 3⁄3 | ||||||||
| 21161 |
A command-line chat interface that connects to an MCP server for reading and ed…
|
B 71 3⁄3 | ||||||||
| 21162 |
A plugin-based MCP server for React Native runtime debugging, inspection, and a…
|
B 71 3⁄3 | ||||||||
| 21163 |
A Model Context Protocol server that enables AI assistants like Cursor to inter…
|
B 71 4⁄4 | ||||||||
| 21164 |
Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 …
|
B 71 3⁄3 | ||||||||
| 21165 |
Enables AI assistants to interact with the IIIT Hyderabad Mess Management Syste…
|
B 71 4⁄4 | ||||||||
| 21166 |
mcp.zig
Claim
A Model Context Protocol (MCP) library for the Zig ecosystem.
|
B 71 3⁄3 | ||||||||
| 21167 |
VMware vSphere/vCenter management — VM lifecycle (create/clone/delete/migrate),…
|
B 71 4⁄3 | ||||||||
| 21168 |
mcp-toolkit
Claim
a lib to build MCP clients and MCP servers in Clojure(script)
|
B 71 3⁄3 | ||||||||
| 21169 |
TUI to inspect and test MCP servers
|
B 71 4⁄3 | ||||||||
| 21170 |
Opinionated MCP server — Pydantic output schemas, 7 domains, built to evolve.
|
B 71 3⁄3 | ||||||||
| 21171 |
Enables interaction with GitLab repositories through secure OAuth 2.0 authentic…
|
B 71 4⁄4 | ||||||||
| 21172 |
MCP server for npm package management — 36 tools for publish, version, search, …
|
B 71 3⁄3 | ||||||||
| 21173 |
air
Claim
AI-optimized tool output compression for read, grep, diff, bash, test, web, sea…
|
B 71 3⁄3 | ||||||||
| 21174 |
4DA
Claim
Dependency intelligence for AI coding agents. Live CVE scanning, dependency hea…
|
B 71 3⁄3 | ||||||||
| 21175 |
Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, struct…
|
B 71 3⁄3 | ||||||||
| 21176 |
A CLI tool for enhancing Claude Desktop with additional capabilities and workfl…
|
B 71 4⁄3 | ||||||||
| 21177 |
MCP server for Dynatrace Managed to access logs, events, and metrics.
|
B 71 4⁄3 | ||||||||
| 21178 |
|
B 71 4⁄3 | ||||||||
| 21179 |
vector_mcp
Claim
A server implementation for the Model Context Protocol (MCP) in Ruby.
|
B 71 3⁄3 | ||||||||
| 21180 |
Stream Deck MCP lets agents build and reconfigure real Elgato Stream Deck profi…
|
B 71 4⁄3 | ||||||||
| 21181 |
A filesystem Model Context Protocol server that provides Claude Desktop with ca…
|
B 71 4⁄3 | ||||||||
| 21182 |
Enables natural language queries about grades, GPA, attendance, and schedules b…
|
B 71 3⁄3 | ||||||||
| 21183 |
Enables AI agents to directly control your real Chrome browser with full contex…
|
B 71 3⁄3 | ||||||||
| 21184 |
Scan any project or website for privacy compliance issues directly in your AI c…
|
B 71 3⁄3 | ||||||||
| 21185 |
vaultguard-mcp
Claim
VaultGuard MCP Server - Yearn V3 / DeFi vault security and analysis tools for A…
|
B 71 3⁄3 | ||||||||
| 21186 |
Institutional memory for AI agents with real BFT consensus. 4 application valid…
|
B 71 4⁄3 | ||||||||
| 21187 |
Search dashboards, investigate incidents and query datasources in your Grafana …
|
B 71 4⁄3 | ||||||||
| 21188 |
Provides persistent, decay-aware memory for AI applications by integrating the …
|
B 71 3⁄3 | ||||||||
| 21189 |
Enables AI assistants to perform comprehensive code quality checks including py…
|
B 71 4⁄3 | ||||||||
| 21190 |
An MCP server designed for managing One-By-One (OBO) review sessions through sp…
|
B 71 3⁄3 | ||||||||
| 21191 |
MCP server for [YADE](https://yade-dem.org/) — open-source discrete element met…
|
B 71 3⁄3 | ||||||||
| 21192 |
Bridges Motion's AI-powered calendar and task management platform with LLMs usi…
|
B 71 4⁄4 | ||||||||
| 21193 |
Automatically converts REST APIs with Swagger/OpenAPI documentation into MCP to…
|
B 71 4⁄4 | ||||||||
| 21194 |
ExcelForge
Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
|
B 71 3⁄3 | ||||||||
| 21195 |
A Model Context Protocol server that enables AI systems to crawl and scrape the…
|
B 71 4⁄4 | ||||||||
| 21196 |
LocalSynapse
Claim
Offline AI-powered local file search MCP server for Windows.
Searches inside do…
|
B 71 3⁄3 | ||||||||
| 21197 |
Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis…
|
B 71 4⁄3 | ||||||||
| 21198 |
A lightweight, structured, token-efficient local-first MCP memory server
|
B 71 3⁄3 | ||||||||
| 21199 |
Enables AI agents to interact with Bitrix24 CRM through comprehensive tools for…
|
B 71 4⁄4 | ||||||||
| 21200 |
MCP Router
Claim
A centralized gateway platform for aggregating and managing multiple Model Cont…
|
B 71 4⁄3 | ||||||||