MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1301 |
Enables reading and sending Gmail messages in headless/remote environments with…
|
B 80 5⁄5 | ||||||||
| 1302 |
AI content generation, repurposing, and multi-platform publishing with [BlogBur…
|
B 80 5⁄4 | ||||||||
| 1303 |
Multi-agent orchestration MCP server with race-condition-safe shared blackboard…
|
B 80 5⁄4 | ||||||||
| 1304 |
The ultimate RAG for your monorepo. Query, understand, and edit multi-language …
|
B 80 5⁄4 | ||||||||
| 1305 |
Enables AI assistants to query PowerBI workspaces, datasets, and execute DAX qu…
|
B 80 5⁄5 | ||||||||
| 1306 |
An MCP server that fetches web pages and converts them to clean, readable Markd…
|
B 80 5⁄4 | ||||||||
| 1307 |
Enables code review operations on GitHub and GitLab, including fetching pull/me…
|
B 80 5⁄5 | ||||||||
| 1308 |
Turn Claude into your F1 race engineer.
|
B 80 4⁄4 | ||||||||
| 1309 |
A nomad MCP Server (modelcontextprotocol)
|
B 80 5⁄4 | ||||||||
| 1310 |
Comprehensive MCP server for SideFX Houdini, offering 168 tools across 19 categ…
|
B 80 5⁄5 | ||||||||
| 1311 |
Enables brand visibility monitoring across major AI platforms like ChatGPT, Cla…
|
B 80 5⁄5 | ||||||||
| 1312 |
DockaShell is an MCP server that provides AI agents with isolated Docker contai…
|
B 80 5⁄4 | ||||||||
| 1313 |
gitnexus-stable-ops
Claim
Production toolkit for running GitNexus at scale — 26 repos, 43K symbols, 100K …
|
B 80 4⁄4 | ||||||||
| 1314 |
Enables AI assistants to manage Docker containers, stacks, images, volumes, and…
|
B 80 5⁄5 | ||||||||
| 1315 |
Alpha Vantage API integration to fetch both stock and crypto information
|
B 80 5⁄5 | ||||||||
| 1316 |
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Too…
|
B 80 5⁄4 | ||||||||
| 1317 |
Integrates Brave Search API to enable web, image, video, news, and local busine…
|
B 80 5⁄5 | ||||||||
| 1318 |
Aggregates multiple Model Context Protocol servers into a single gateway to pro…
|
B 80 5⁄5 | ||||||||
| 1319 |
A Node.js/TypeScript implementation of a Model Context Protocol server for the …
|
B 80 5⁄5 | ||||||||
| 1320 |
|
B 80 5⁄4 | ||||||||
| 1321 |
Autonomous AI development system with persistent task queue and background exec…
|
B 80 5⁄4 | ||||||||
| 1322 |
Provides Claude Code with programmatic session awareness to track context usage…
|
B 80 5⁄5 | ||||||||
| 1323 |
Enables personal project documentation management through local markdown files …
|
B 80 5⁄5 | ||||||||
| 1324 |
Enables access to IMDB movie and entertainment data through the Model Context P…
|
B 80 5⁄4 | ||||||||
| 1325 |
Provides LLMs with real-time access to up-to-date documentation from PyPI, npm,…
|
B 80 5⁄5 | ||||||||
| 1326 |
Transmission MCP Server
Claim
Provides tools for interacting with the Transmission BitTorrent client via natu…
|
B 80 5⁄4 | ||||||||
| 1327 |
A Knowledge Graph MCP server optimized for LLM context efficiency through compa…
|
B 80 6⁄6 | ||||||||
| 1328 |
MCP server for Windows OS automation
|
B 80 5⁄5 | ||||||||
| 1329 |
MCP Code Analysis Server
Claim
An intelligent server that provides semantic code search, domain-driven analysi…
|
B 80 5⁄4 | ||||||||
| 1330 |
Provides AI agents with web accessibility analysis tools via MCP, enabling chec…
|
B 80 4⁄4 | ||||||||
| 1331 |
Provides an interface between AI assistants and Tripo AI via Model Context Prot…
|
B 80 5⁄5 | ||||||||
| 1332 |
Socratic AI that turns vague problems into structured intent specs — objective,…
|
B 80 5⁄5 | ||||||||
| 1333 |
Codex Peers MCP
Claim
Enables peer discovery and direct messaging between multiple Codex sessions run…
|
B 80 4⁄4 | ||||||||
| 1334 |
A portfolio analysis MCP server that enables AI agents to manage investment por…
|
B 80 5⁄5 | ||||||||
| 1335 |
MCP server for automated web accessibility scanning with Playwright and Axe-cor…
|
B 80 5⁄4 | ||||||||
| 1336 |
Enables comprehensive Microsoft Word document manipulation through the Model Co…
|
B 80 5⁄5 | ||||||||
| 1337 |
ForIT Microsoft Graph
Claim
Provides direct access to Microsoft Graph API with multi-tenant account managem…
|
B 80 5⁄5 | ||||||||
| 1338 |
Provides current Unix timestamp in seconds, milliseconds, and ISO 8601 format t…
|
B 80 4⁄4 | ||||||||
| 1339 |
Integration with gmail and Google Calendar.
|
B 80 5⁄5 | ||||||||
| 1340 |
Enables querying and managing PostgreSQL and MySQL databases through natural la…
|
B 80 5⁄5 | ||||||||
| 1341 |
RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds…
|
B 80 4⁄4 | ||||||||
| 1342 |
MCP server that loads and serves skills from a mounted directory with hot reloa…
|
B 80 5⁄4 | ||||||||
| 1343 |
An MCP server that enables Claude to break down complex problems into manageabl…
|
B 80 5⁄5 | ||||||||
| 1344 |
reddit-mcp-server
|
B 80 5⁄4 | ||||||||
| 1345 |
Enables management of multi-platform streaming through the Restream API, allowi…
|
B 80 5⁄5 | ||||||||
| 1346 |
Provides safe, typed access to Amateur Radio logging data with ADIF validation,…
|
B 80 5⁄5 | ||||||||
| 1347 |
⚠️ DEPRECATED — Use https://github.com/zoharbabin/web-researcher-mcp instead
|
B 80 5⁄5 | ||||||||
| 1348 |
Enables AI assistants to interact with Autodesk Construction Cloud (ACC) projec…
|
B 80 5⁄5 | ||||||||
| 1349 |
mcp-pointer
Claim
Visual DOM element selector for agentic coding tools. Chrome extension + MCP se…
|
B 80 5⁄4 | ||||||||
| 1350 |
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
|
B 80 4⁄4 | ||||||||