MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12351 |
Enables reading and searching API documentation from YApi instances, allowing A…
|
C 61 5⁄5 | ||||||||
| 12352 |
Wind MCP Server
Claim
A tool server that enables large language models to directly access and utilize…
|
C 61 5⁄4 | ||||||||
| 12353 |
FAF MCP server for Gemini. 12 tools. Project DNA via IANA-registered .faf forma…
|
C 61 6⁄4 | ||||||||
| 12354 |
Enables audio file analysis using Google's Gemini multimodal models with suppor…
|
C 61 5⁄5 | ||||||||
| 12355 |
Coda MCP Server
Claim
Provides 15 core tools for managing Coda documents, tables, and rows through HT…
|
C 61 6⁄6 | ||||||||
| 12356 |
A simple note-taking MCP server that allows storing and summarizing notes with …
|
C 61 5⁄4 | ||||||||
| 12357 |
An orchestration server that enables AI agents to collaborate across multiple A…
|
C 61 5⁄5 | ||||||||
| 12358 |
Enables access to the Gallica digital library of the Bibliothèque nationale de …
|
C 61 6⁄6 | ||||||||
| 12359 |
An MCP server for perfSONAR that enables querying historical network measuremen…
|
C 61 5⁄5 | ||||||||
| 12360 |
Enables reading and extracting content from PDF documents including text (as Ma…
|
C 61 5⁄4 | ||||||||
| 12361 |
This server enables communication with the Himachal Pradesh Staff Selection Com…
|
C 61 5⁄5 | ||||||||
| 12362 |
Enables transcription of YouTube videos in multiple languages through an MCP se…
|
C 61 5⁄5 | ||||||||
| 12363 |
Zerodha Trading Bot MCP
Claim
An automated trading bot that interfaces with Zerodha to execute stock trades, …
|
C 61 5⁄4 | ||||||||
| 12364 |
Enables Claude to generate images through a local ComfyUI instance using Stable…
|
C 61 5⁄4 | ||||||||
| 12365 |
Connect to Bluesky and interact with the ATProtocol using natural language. Fet…
|
C 61 6⁄4 | ||||||||
| 12366 |
Generate detailed code review prompts tailored to your language and focus. Get …
|
C 61 5⁄5 | ||||||||
| 12367 |
A Model Context Protocol server that enables LLMs like Claude to interact with …
|
C 61 5⁄5 | ||||||||
| 12368 |
Provides current weather and air quality data for any city using WeatherAPI, ea…
|
C 61 5⁄5 | ||||||||
| 12369 |
Enables interaction with the Internet Archive's Wayback Machine to save web pag…
|
C 61 6⁄6 | ||||||||
| 12370 |
A Model-Context-Protocol server for Cursor IDE that monitors and terminates hun…
|
C 61 5⁄4 | ||||||||
| 12371 |
MCP Auth
Claim
A remote MCP server implementation that demonstrates authentication and authori…
|
C 61 6⁄6 | ||||||||
| 12372 |
Provides comprehensive management of OpenAI Vector Stores, allowing AI assistan…
|
C 61 6⁄6 | ||||||||
| 12373 |
A demo MCP server that enables users to interact with various tools through nat…
|
C 61 5⁄4 | ||||||||
| 12374 |
Enables performing Google searches and retrieving content from the top 5 non-so…
|
C 61 5⁄5 | ||||||||
| 12375 |
Enables interaction with Hyperbolic's GPU cloud, allowing users to view availab…
|
C 61 6⁄4 | ||||||||
| 12376 |
IVR Flow Linter
Claim
Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, …
|
C 61 6⁄6 | ||||||||
| 12377 |
An MCP server that provides IP geolocation services using MaxMind's GeoIP2 data…
|
C 61 5⁄5 | ||||||||
| 12378 |
DeepContext is an MCP server that adds symbol-aware semantic search to Claude C…
|
C 61 6⁄4 | ||||||||
| 12379 |
Search PR agencies, browse publications, buy press release distribution & media…
|
C 61 5⁄5 | ||||||||
| 12380 |
An MCP server that enables MySQL database integration with Claude. You can exec…
|
C 61 5⁄5 | ||||||||
| 12381 |
Provides access to Sweden's National Library (Kungliga biblioteket) open APIs, …
|
C 61 5⁄5 | ||||||||
| 12382 |
MCP server for function signature lookups.
|
C 61 5⁄4 | ||||||||
| 12383 |
Provides various AI capabilities through DeepInfra's OpenAI-compatible API incl…
|
C 61 5⁄5 | ||||||||
| 12384 |
Enables users to manage API keys and perform Aptos Build actions through MCP-co…
|
C 61 5⁄5 | ||||||||
| 12385 |
An unofficial MCP server that provides access to Indonesia's BMKG data, includi…
|
C 61 5⁄5 | ||||||||
| 12386 |
Enables users to find and get recommendations for Chinese SIM card plans throug…
|
C 61 5⁄5 | ||||||||
| 12387 |
An MCP server that integrates with Xeros API, allowing for standardized access …
|
C 61 5⁄5 | ||||||||
| 12388 |
A Python-based MCP server that enables interaction with Microsoft Fabric APIs f…
|
C 61 5⁄5 | ||||||||
| 12389 |
Facilitates structured creative thinking through sequential thought processing,…
|
C 61 5⁄5 | ||||||||
| 12390 |
Product mockup API. Upload PSD templates, render mockups with 9 tools + AI rend…
|
C 61 5⁄5 | ||||||||
| 12391 |
A Model Context Protocol server that provides tools for interacting with Docker…
|
C 61 5⁄5 | ||||||||
| 12392 |
Spot pre-launch products before they trend. Search the web and tech sites, extr…
|
C 61 6⁄6 | ||||||||
| 12393 |
An MCP server that tracks trending AI models, datasets, and spaces on Hugging F…
|
C 61 5⁄5 | ||||||||
| 12394 |
An MCP server that integrates the Neople Cyphers Open API with AI assistants fo…
|
C 61 5⁄5 | ||||||||
| 12395 |
An MCP server that helps teams create, manage, and access structured project do…
|
C 61 5⁄4 | ||||||||
| 12396 |
A Model Context Protocol server that provides basic tools for arithmetic operat…
|
C 61 5⁄4 | ||||||||
| 12397 |
An MCP server that interfaces with the WorldBank API to retrieve economic and l…
|
C 61 5⁄4 | ||||||||
| 12398 |
A Model Context Protocol implementation that enables large language models to c…
|
C 61 5⁄5 | ||||||||
| 12399 |
Database MCP
Claim
Enables interaction with MySQL and PostgreSQL databases through separate plugga…
|
C 61 5⁄5 | ||||||||
| 12400 |
A serverless implementation that allows deploying a remote Model Context Protoc…
|
C 61 5⁄5 | ||||||||