MCP Server Quality Scores
Independent quality analysis of 33790 public MCP servers
Last updated 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13251 |
Enables querying volleyball match, team, and tournament data from VolleyballWor…
|
C 58 5⁄4 | ||||||||
| 13252 |
Enables searching and retrieving detailed information from PubMed articles usin…
|
C 58 5⁄5 | ||||||||
| 13253 |
slack-mcp-server
Claim
|
C 58 6⁄4 | ||||||||
| 13254 |
Provides comprehensive documentation about AWS AgentCore framework to GenAI too…
|
C 58 5⁄4 | ||||||||
| 13255 |
A Model Context Protocol (MCP) compliant server that allows Large Language Mode…
|
C 58 5⁄5 | ||||||||
| 13256 |
Enables AI assistants to interact with the Multilead platform for lead manageme…
|
C 58 6⁄6 | ||||||||
| 13257 |
Canon Camera MCP
Claim
A minimal server for controlling Canon cameras remotely via the Canon Camera Co…
|
C 58 5⁄4 | ||||||||
| 13258 |
A server that enables compilation of LaTeX documents to PDF and management of r…
|
C 58 5⁄5 | ||||||||
| 13259 |
A Model Context Protocol server that integrates with VOICEVOX engine to provide…
|
C 58 5⁄4 | ||||||||
| 13260 |
A minimal, well-structured starter template for building Model Context Protocol…
|
C 58 5⁄4 | ||||||||
| 13261 |
GachaMCP
Claim
A Python MCP server that helps AI interact with Gacha games through screenshot …
|
C 58 5⁄4 | ||||||||
| 13262 |
Provides read-only access to MongoDB databases for LLMs to inspect collection s…
|
C 58 6⁄6 | ||||||||
| 13263 |
Enables AI agents to autonomously request services from other specialized agent…
|
C 58 5⁄5 | ||||||||
| 13264 |
Provides real-time A-share (Chinese stock market) data through AKShare integrat…
|
C 58 5⁄5 | ||||||||
| 13265 |
An MCP server that provides access to the Koleo API for Polish train timetables…
|
C 58 5⁄5 | ||||||||
| 13266 |
Provides tools for interacting with Jupyter notebooks, allowing users to read, …
|
C 58 5⁄4 | ||||||||
| 13267 |
A testing environment for MCP server setup and client-server interactions, allo…
|
C 58 5⁄4 | ||||||||
| 13268 |
Enables hands-free voice conversations with Claude using real-time speech recog…
|
C 58 5⁄4 | ||||||||
| 13269 |
Enables comprehensive threat analysis for Indicators of Compromise (IoCs) inclu…
|
C 58 5⁄5 | ||||||||
| 13270 |
A MCP server that provides real-time weather information for any city through a…
|
C 58 5⁄5 | ||||||||
| 13271 |
An MCP server for Astra DB workloads
|
C 58 6⁄4 | ||||||||
| 13272 |
Converts Markdown text into customizable SVG images, supporting elements like h…
|
C 58 5⁄4 | ||||||||
| 13273 |
Enables interaction with DataStax Astra DB through the Model Context Protocol. …
|
C 58 5⁄5 | ||||||||
| 13274 |
A Model Context Protocol server that connects AI clients to the Agile Luminary …
|
C 58 6⁄6 | ||||||||
| 13275 |
A proof-of-concept server implementing the Model Context Protocol that enables …
|
C 58 5⁄5 | ||||||||
| 13276 |
Provides access to Ant Design component library documentation and information f…
|
C 58 6⁄6 | ||||||||
| 13277 |
"mcp\_scholar" is a Python-based tool for searching and analyzing Google Schola…
|
C 58 5⁄4 | ||||||||
| 13278 |
Analyze stocks with summaries, price targets, and analyst recommendations. Trac…
|
C 58 6⁄6 | ||||||||
| 13279 |
Enables work item management in DevOps Plan systems, allowing users to create, …
|
C 58 6⁄6 | ||||||||
| 13280 |
Pokemon MCP Server
Claim
Provides Pokemon information from PokeAPI including stats, types, height, and w…
|
C 58 5⁄5 | ||||||||
| 13281 |
Gravity Global Figma MCP
Claim
A tool that integrates Figma with Cursor through the Model Context Protocol, al…
|
C 58 5⁄5 | ||||||||
| 13282 |
An MCP server that enables interaction with Kubernetes/Minikube clusters throug…
|
C 58 5⁄5 | ||||||||
| 13283 |
An experimental MCP gateway that provides specialized LLM enhancement prompts b…
|
C 58 5⁄4 | ||||||||
| 13284 |
The official Model Context Protocol server for Skema CMS, enabling AI clients t…
|
C 58 6⁄6 | ||||||||
| 13285 |
An MCP server that allows users to run and visualize systems models using the l…
|
C 58 5⁄4 | ||||||||
| 13286 |
News Feed Python Server
Claim
Provide a data feed of Blockbeats RSS to large language models, enabling them t…
|
C 58 5⁄4 | ||||||||
| 13287 |
A modular MCP server that provides tools for looking up country and state infor…
|
C 58 5⁄4 | ||||||||
| 13288 |
MCP MCPO Demo Server
Claim
A demonstration MCP server that provides basic utility tools including hello wo…
|
C 58 5⁄5 | ||||||||
| 13289 |
A simple Model Context Protocol (MCP) server that provides basic calculation fu…
|
C 58 5⁄5 | ||||||||
| 13290 |
An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and bloc…
|
C 58 5⁄5 | ||||||||
| 13291 |
Docusign Navigator
Claim
Secure Docusign Navigator integration for AI assistants to access and analyze a…
|
C 58 6⁄6 | ||||||||
| 13292 |
Enables AI assistants to perform real-time SAP security audits and risk assessm…
|
C 58 5⁄5 | ||||||||
| 13293 |
Provides a programmatic interface to the Genome Aggregation Database (gnomAD) A…
|
C 58 5⁄5 | ||||||||
| 13294 |
lsfusion-mcp
Claim
Enables RAG-powered documentation search using OpenAI embeddings and Pinecone v…
|
C 58 5⁄5 | ||||||||
| 13295 |
An MCP server that allows AI assistants to utilize human capabilities by sendin…
|
C 58 5⁄4 | ||||||||
| 13296 |
Taskmaster MCP Server
Claim
Provides AI agents with simplified task management through a 4-step workflow (c…
|
C 58 5⁄5 | ||||||||
| 13297 |
A demonstration server showcasing MCP capabilities with basic tools including a…
|
C 58 5⁄5 | ||||||||
| 13298 |
A conversational AI server that enables users to search Wikipedia and retrieve …
|
C 58 5⁄4 | ||||||||
| 13299 |
Enables AI-powered analysis of mobile app bug videos through screen recordings.…
|
C 58 6⁄6 | ||||||||
| 13300 |
ikaliMCP Server
Claim
Provides a secure interface for AI assistants to interact with penetration test…
|
C 58 5⁄4 | ||||||||