MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2101 |
Payload CMS MCP Server
Claim
Enables AI assistants to interact with Payload CMS instances through authentica…
|
B 78 5⁄5 | ||||||||
| 2102 |
USCardForum MCP Server
Claim
Enables interaction with USCardForum, a Discourse-based community focused on US…
|
B 78 5⁄5 | ||||||||
| 2103 |
Provides access to the Securities Exchange of Thailand (SET) to retrieve compre…
|
B 78 5⁄5 | ||||||||
| 2104 |
AXYS MCP Lite
Claim
Enables AI assistants to search through structured databases and unstructured c…
|
B 78 5⁄5 | ||||||||
| 2105 |
An MCP server providing direct access to gdb-multiarch for debugging Nintendo S…
|
B 78 4⁄4 | ||||||||
| 2106 |
A Model Context Protocol server for Windows crash dump analysis using WinDBG/CDB
|
B 78 5⁄4 | ||||||||
| 2107 |
Enables creation of Garmin Connect workouts using natural language descriptions…
|
B 78 5⁄4 | ||||||||
| 2108 |
Enables AI code reviews through the CodeRabbit CLI by exposing a run_review too…
|
B 78 5⁄4 | ||||||||
| 2109 |
Search a growing library of professionally summarized books. Read comprehensive…
|
B 78 5⁄5 | ||||||||
| 2110 |
Code Index
Claim
Fast local source code searching using Zoekt trigram-based indexing
|
B 78 5⁄4 | ||||||||
| 2111 |
phloem
Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
|
B 78 5⁄4 | ||||||||
| 2112 |
ArcGIS MCP Server
Claim
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
|
B 78 4⁄4 | ||||||||
| 2113 |
Search Help Scout conversations, customers, organizations, threads, and inboxes…
|
B 78 5⁄5 | ||||||||
| 2114 |
Provides AI-powered sports analytics for Daily Fantasy Sports (DFS) with real-t…
|
B 78 5⁄5 | ||||||||
| 2115 |
context-harness
Claim
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…
|
B 78 5⁄4 | ||||||||
| 2116 |
Enables interaction with the Cuti-E admin API to manage conversations, reply to…
|
B 78 5⁄5 | ||||||||
| 2117 |
Use TinyPNG via MCP
|
B 78 5⁄5 | ||||||||
| 2118 |
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
|
B 78 5⁄5 | ||||||||
| 2119 |
Enables AI assistants to manage HelloFresh meal kit accounts by browsing menus,…
|
B 78 5⁄4 | ||||||||
| 2120 |
Enables AI assistants to interact with Meilisearch through a standardized inter…
|
B 78 5⁄5 | ||||||||
| 2121 |
Mnemos
Claim
A self-hosted, multi-context memory server that enables AI agents to search and…
|
B 78 5⁄4 | ||||||||
| 2122 |
A Model Context Protocol server that provides tools for introspecting and analy…
|
B 78 5⁄4 | ||||||||
| 2123 |
ClickUp MCP Server enables AI assistants to seamlessly interact with your Click…
|
B 78 5⁄5 | ||||||||
| 2124 |
Enables LLMs to interact with MySQL databases through standardized protocol, su…
|
B 78 5⁄5 | ||||||||
| 2125 |
Enables AI agents to programmatically create, modify, and analyze Draw.io diagr…
|
B 78 5⁄5 | ||||||||
| 2126 |
Enables AI assistants like Cursor to interact with Figma designs programmatical…
|
B 78 5⁄4 | ||||||||
| 2127 |
Complete Todoist REST API v2 integration with support for tasks, projects, sect…
|
B 78 5⁄4 | ||||||||
| 2128 |
Provides a comprehensive movie booking experience for AMC Theatres, enabling us…
|
B 78 5⁄5 | ||||||||
| 2129 |
Access Ethereum blockchain data effortlessly. Check balances, view transaction …
|
B 78 5⁄5 | ||||||||
| 2130 |
Enables users to manage and read Substack content directly within Claude, inclu…
|
B 78 5⁄4 | ||||||||
| 2131 |
A FastMCP server that enables AI assistants to extract structured information f…
|
B 78 5⁄5 | ||||||||
| 2132 |
Astrological MCP server: natal charts, transits, aspects, composite & Davison c…
|
B 78 5⁄5 | ||||||||
| 2133 |
An MCP server that enables AI assistants to interact with Apache Airflow's REST…
|
B 78 5⁄5 | ||||||||
| 2134 |
An MCP server that provides LLMs with efficient access to package documentation…
|
B 78 5⁄4 | ||||||||
| 2135 |
An MCP ( Model Context Protocol ) Server for Grafana Loki
|
B 78 5⁄4 | ||||||||
| 2136 |
Google Tasks MCP Server
Claim
A TypeScript Model Context Protocol server that integrates with Google Tasks AP…
|
B 78 5⁄5 | ||||||||
| 2137 |
A Model Context Protocol server that provides comprehensive access to Obsidian …
|
B 78 5⁄5 | ||||||||
| 2138 |
Enables comprehensive automation and management of Ghost CMS blogs through AI a…
|
B 78 5⁄5 | ||||||||
| 2139 |
Enables AI assistants to interact with the M-Team private torrent tracker API f…
|
B 78 5⁄5 | ||||||||
| 2140 |
Enables AI agents to programmatically create, manage, and execute independent P…
|
B 78 5⁄5 | ||||||||
| 2141 |
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
|
B 78 5⁄4 | ||||||||
| 2142 |
MCP server for searching and getting up-to-date information about NPM, Cargo, P…
|
B 78 5⁄4 | ||||||||
| 2143 |
Provides comprehensive access to the W3C WAI-ARIA specification for querying ro…
|
B 78 5⁄5 | ||||||||
| 2144 |
Enables conversion of multiple file formats (Markdown, HTML, Word, Excel, etc.)…
|
B 78 5⁄5 | ||||||||
| 2145 |
Enables web search across Bing, DuckDuckGo, and Google using Playwright automat…
|
B 78 5⁄4 | ||||||||
| 2146 |
A server that enables AI assistants to understand and interact with Unity proje…
|
B 78 5⁄5 | ||||||||
| 2147 |
Provides weather data integration using the OpenWeatherMap API, enabling users …
|
B 78 5⁄5 | ||||||||
| 2148 |
Enables AI assistants to discover, retrieve details about, and manage MCP (Mode…
|
B 78 5⁄5 | ||||||||
| 2149 |
Enables comprehensive content management through Markdown processing, HTML rend…
|
B 78 5⁄4 | ||||||||
| 2150 |
A Python backend implementing the Model Context Protocol with Azure OpenAI inte…
|
B 78 5⁄5 | ||||||||