MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1251 |
Enables AI applications to write and execute natural language queries on organi…
|
B 81 6⁄4 | ||||||||
| 1252 |
Interact with the Beans CLI issue tracker agentically
|
B 81 5⁄4 | ||||||||
| 1253 |
MCP server for orchestrating parallel Claude Code worker swarms with protocol-b…
|
B 81 5⁄5 | ||||||||
| 1254 |
MCP server for querying and validating OpenStreetMap tags
|
B 81 5⁄4 | ||||||||
| 1255 |
Review markdown plans before AI agents build. Annotate, gate-check, apply fixes…
|
B 81 4⁄4 | ||||||||
| 1256 |
filesystem-mcp
Claim
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
B 81 5⁄5 | ||||||||
| 1257 |
Moved to com.achriom/achriom in the Official MCP Registry.
|
B 81 6⁄6 | ||||||||
| 1258 |
A high-performance, persistent memory system for the Model Context Protocol (MC…
|
B 81 5⁄5 | ||||||||
| 1259 |
Record any browser page as GIF or video via MCP
|
B 81 4⁄4 | ||||||||
| 1260 |
MCP server for browsing, searching, exporting, and backing up your Cursor AI ch…
|
B 81 5⁄5 | ||||||||
| 1261 |
A Node.js MCP server that enables human-in-the-loop workflow for AI development…
|
B 81 5⁄4 | ||||||||
| 1262 |
Provides AI assistants with instant access to TypeScript type definitions from …
|
B 80 5⁄4 | ||||||||
| 1263 |
Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze p…
|
B 80 5⁄5 | ||||||||
| 1264 |
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
|
B 80 5⁄5 | ||||||||
| 1265 |
Analytics Coupler.io MCP bridges your business data to AI for fast and smart an…
|
B 80 5⁄5 | ||||||||
| 1266 |
Model Context Protocol server for Task Management. This allows Claude Desktop (…
|
B 80 5⁄5 | ||||||||
| 1267 |
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code ex…
|
B 80 5⁄4 | ||||||||
| 1268 |
Chilean legislation via MCP — full-text search across statutes and provisions
|
B 80 5⁄5 | ||||||||
| 1269 |
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …
|
B 80 5⁄4 | ||||||||
| 1270 |
A cross-platform MCP server that allows AI agents to capture screenshots of spe…
|
B 80 5⁄4 | ||||||||
| 1271 |
DockaShell is an MCP server that gives AI agents isolated Docker containers to …
|
B 80 5⁄4 | ||||||||
| 1272 |
Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temp…
|
B 80 4⁄4 | ||||||||
| 1273 |
Enables AI agents to analyze and understand images using OpenRouter's vision mo…
|
B 80 5⁄5 | ||||||||
| 1274 |
Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…
|
B 80 5⁄5 | ||||||||
| 1275 |
Read recent Gmail messages, retrieve full bodies in chunks, and send emails. Op…
|
B 80 5⁄5 | ||||||||
| 1276 |
Discover events from Luma — search by category, city, distance, and keywords wi…
|
B 80 4⁄4 | ||||||||
| 1277 |
Enables AI assistants to interact with GitHub repositories, Confluence document…
|
B 80 5⁄5 | ||||||||
| 1278 |
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
|
B 80 5⁄5 | ||||||||
| 1279 |
Mastra MCP server and tooling for the shadcn-svelte component docs and develope…
|
B 80 5⁄5 | ||||||||
| 1280 |
Connects Claude AI to Interactive Brokers accounts to enable real-time portfoli…
|
B 80 6⁄4 | ||||||||
| 1281 |
Provides Claude Code with programmatic session awareness to track context usage…
|
B 80 5⁄5 | ||||||||
| 1282 |
Enables AI agents to create, manage, and execute API collections, requests, and…
|
B 80 5⁄5 | ||||||||
| 1283 |
Enables AI-driven testing and automation of Tauri desktop applications through …
|
B 80 5⁄5 | ||||||||
| 1284 |
MCP support for Temporal. A comprehensive set of tools for interacting with wor…
|
B 80 5⁄5 | ||||||||
| 1285 |
Live Microsoft Word editing via MCP — tracked changes, undo, comments, 40+ tools
|
B 80 5⁄5 | ||||||||
| 1286 |
Enables AI assistants to interact with Obsidian vaults via direct filesystem ac…
|
B 80 5⁄4 | ||||||||
| 1287 |
Provides LLMs with current date and time information across any timezone, with …
|
B 80 5⁄5 | ||||||||
| 1288 |
🚀 MCP server for generating Bruno API testing files programmatically. Create co…
|
B 80 5⁄4 | ||||||||
| 1289 |
Facilitates the analysis of Figma file structures by extracting node hierarchie…
|
B 80 5⁄5 | ||||||||
| 1290 |
mcp-use
Claim
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Serv…
|
B 80 5⁄5 | ||||||||
| 1291 |
A Model Context Protocol server for the Elsevier Scopus API
|
B 80 5⁄4 | ||||||||
| 1292 |
A Node.js/TypeScript implementation of a Model Context Protocol server for the …
|
B 80 5⁄5 | ||||||||
| 1293 |
A security-hardened integration that enables Claude to interact with Google Wor…
|
B 80 5⁄5 | ||||||||
| 1294 |
A task management MCP server that allows users to create, list, and organize ta…
|
B 80 5⁄4 | ||||||||
| 1295 |
Accurate weather forecasts via the AccuWeather API (free tier available).
|
B 80 5⁄5 | ||||||||
| 1296 |
Provides seamless access to the Fake Store API for AI assistants with 18 CRUD t…
|
B 80 5⁄5 | ||||||||
| 1297 |
A secure local DID signer for AmikoNet that manages private keys and creates cr…
|
B 80 6⁄6 | ||||||||
| 1298 |
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Too…
|
B 80 5⁄4 | ||||||||
| 1299 |
Appium MCP Server 是一个异步、高性能的移动自动化测试框架,基于 MCP 协议与 Claude/ChatGPT 等 AI 集成,支持 Andr…
|
B 80 5⁄4 | ||||||||
| 1300 |
MCP server implementation that enables LLMs to interact with Rollbar error trac…
|
B 80 5⁄5 | ||||||||