MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24151 |
Provides access to comprehensive financial market data from Massive.com API, in…
|
D 54 4⁄4 | ||||||||
| 24152 |
|
D 54 3⁄3 | ||||||||
| 24153 |
A Multi-Agent Conversation Protocol server that provides a standardized interfa…
|
D 54 4⁄3 | ||||||||
| 24154 |
A Model Context Protocol (MCP) server that exposes GeoServer REST API functiona…
|
D 54 4⁄3 | ||||||||
| 24155 |
Enables interaction with Zoom services through the Zoom API. Provides access to…
|
D 54 4⁄4 | ||||||||
| 24156 |
amiready-ai
Claim
|
D 54 4⁄3 | ||||||||
| 24157 |
A lightweight bridge extension that enables Claude Desktop to connect to VSCode…
|
D 54 4⁄3 | ||||||||
| 24158 |
|
D 54 3⁄3 | ||||||||
| 24159 |
A template for deploying authentication-free MCP servers on Cloudflare Workers …
|
D 54 4⁄4 | ||||||||
| 24160 |
Enables AI agents to manage Umbraco CMS content through natural language, inclu…
|
D 54 4⁄3 | ||||||||
| 24161 |
Ethereum MCP Server
Claim
Enables AI agents to interact with Ethereum blockchain by querying ETH and ERC-…
|
D 54 4⁄4 | ||||||||
| 24162 |
Let the grumpy senior dev review your code with this MCP server
|
D 54 4⁄3 | ||||||||
| 24163 |
An MCP server for the Plane project management platform that enables users to m…
|
D 54 4⁄4 | ||||||||
| 24164 |
AI-News-Briefing
Claim
📰 An automated, multi-agent research ops AI pipeline that gathers daily AI news…
|
D 54 4⁄3 | ||||||||
| 24165 |
A Windows-optimized server providing universal data analytics for JSON and CSV …
|
D 54 4⁄3 | ||||||||
| 24166 |
A FastAPI-based Model Context Protocol server that enables tool discovery, invo…
|
D 54 4⁄4 | ||||||||
| 24167 |
A lightweight server that enables AI assistants like Cursor & Claude to read fr…
|
D 54 4⁄3 | ||||||||
| 24168 |
Tools and resources for writing Effect code in Typescript.
|
D 54 4⁄4 | ||||||||
| 24169 |
An MCP server that helps novice developers deploy web applications through conv…
|
D 54 4⁄4 | ||||||||
| 24170 |
A Multi-Agent Conversation Protocol server that enables interaction with the Cl…
|
D 54 4⁄4 | ||||||||
| 24171 |
Enables AI agents to manage server infrastructure through the 1Panel API, inclu…
|
D 54 4⁄4 | ||||||||
| 24172 |
A lightweight proxy that allows users to filter MCP tools by whitelisting speci…
|
D 54 4⁄4 | ||||||||
| 24173 |
A minimal Python-based proxy that bridges local MCP STDIO clients with remote M…
|
D 54 4⁄4 | ||||||||
| 24174 |
Compute log mean temperature difference for heat exchanger analysis. Choose Cel…
|
D 54 3⁄3 | ||||||||
| 24175 | D 54 4⁄3 | |||||||||
| 24176 |
Manage Docker infrastructure across multiple homelab hosts including Unraid, Pr…
|
D 54 4⁄4 | ||||||||
| 24177 |
An MCP server that enables users to interact with the Bluesky social network th…
|
D 54 4⁄4 | ||||||||
| 24178 |
mcp
Claim
|
D 54 4⁄3 | ||||||||
| 24179 |
MCP proxy that wraps any MCP server and transparently converts JSON responses i…
|
D 54 4⁄4 | ||||||||
| 24180 |
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Us…
|
D 53 4⁄4 | ||||||||
| 24181 |
domain-lookup-mcp
Claim
Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Regi…
|
D 53 4⁄3 | ||||||||
| 24182 |
A Model Context Protocol server that allows interaction with TestRail's core en…
|
D 53 4⁄4 | ||||||||
| 24183 |
RentSmart MCP
Claim
Enables users to generate rental agreements and receipts as PDFs through an AI-…
|
D 53 4⁄4 | ||||||||
| 24184 |
Enables AI agents to build and query a persistent knowledge graph with entities…
|
D 53 4⁄4 | ||||||||
| 24185 |
A Model Context Protocol server that extends AI capabilities by providing tools…
|
D 53 4⁄3 | ||||||||
| 24186 |
This server enables interaction with Google's Video Intelligence API for advanc…
|
D 53 4⁄4 | ||||||||
| 24187 |
Learn GenAI and Agentic AI from Zero to Production
|
D 53 3⁄3 | ||||||||
| 24188 |
Enables users to query ClinicalTrials.gov using natural language instead of com…
|
D 53 4⁄4 | ||||||||
| 24189 |
One-stop handbook for building, deploying, and understanding LLM agents with 60…
|
D 53 4⁄3 | ||||||||
| 24190 |
A Google Calendar MCP server that provides comprehensive tools for managing cal…
|
D 53 4⁄4 | ||||||||
| 24191 |
Provides AI security guardrails through Javelin's platform to detect harmful co…
|
D 53 4⁄4 | ||||||||
| 24192 |
MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer …
|
D 53 4⁄4 | ||||||||
| 24193 |
twitch-mcp
Claim
This project is a fork and expansion of TomCools' Twitch MCP Server, which impl…
|
D 53 4⁄4 | ||||||||
| 24194 |
mcp-server-shioaji
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
|
D 53 4⁄4 | ||||||||
| 24195 |
Enables AI assistants to index and search codebases using semantic search power…
|
D 53 4⁄4 | ||||||||
| 24196 |
HoudiniMCP
Claim
Connects Houdini to Claude AI through Model Context Protocol, enabling AI-assis…
|
D 53 3⁄3 | ||||||||
| 24197 |
Enables working with large documents of any size by intelligently segmenting th…
|
D 53 4⁄3 | ||||||||
| 24198 |
BCI-MCP Server
Claim
A framework that integrates Brain-Computer Interface technology with the Model …
|
D 53 4⁄4 | ||||||||
| 24199 |
|
D 53 3⁄3 | ||||||||
| 24200 |
Enables working with 3D models by converting GLTF/GLB files into React Three Fi…
|
D 53 4⁄4 | ||||||||
