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 | ||||||||||
| 2151 |
context-harness
Claim
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…
|
B 78 5⁄4 | ||||||||
| 2152 |
Enables saving AI conversation histories as clean, organized markdown notes wit…
|
B 78 5⁄4 | ||||||||
| 2153 |
Provides arbitrary precision arithmetic operations and advanced mathematical co…
|
B 78 5⁄4 | ||||||||
| 2154 |
A Model Context Protocol server for Windows crash dump analysis using WinDBG/CDB
|
B 78 5⁄4 | ||||||||
| 2155 |
Enables interaction with Berlin's open data catalog through tools for full-text…
|
B 78 5⁄4 | ||||||||
| 2156 |
ArcGIS MCP Server
Claim
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
|
B 78 4⁄4 | ||||||||
| 2157 |
24-tool MCP server for Claude Code that catches vague prompts before they waste…
|
B 78 5⁄4 | ||||||||
| 2158 |
Token-optimized MCP server that integrates Google Gemini CLI for AI-powered cod…
|
B 78 5⁄4 | ||||||||
| 2159 |
Enables comprehensive access to RescueTime productivity data and features throu…
|
B 78 5⁄5 | ||||||||
| 2160 |
Enables AI assistants to manage HelloFresh meal kit accounts by browsing menus,…
|
B 78 5⁄4 | ||||||||
| 2161 |
Enables AI assistants to interact with Meilisearch through a standardized inter…
|
B 78 5⁄5 | ||||||||
| 2162 |
Enables AI assistants to inspect, debug, and test web pages using Playwright. P…
|
B 78 5⁄4 | ||||||||
| 2163 |
clawphunks
Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
|
B 78 5⁄4 | ||||||||
| 2164 |
Multi-provider media generation — images, video, audio, and transcription via a…
|
B 78 5⁄5 | ||||||||
| 2165 |
This server facilitates interaction with cosense/Scrapbox projects, enabling us…
|
B 78 5⁄5 | ||||||||
| 2166 |
Enables AI code reviews through the CodeRabbit CLI by exposing a run_review too…
|
B 78 5⁄4 | ||||||||
| 2167 |
A Model Context Protocol server that provides tools for introspecting and analy…
|
B 78 5⁄4 | ||||||||
| 2168 |
ClickUp MCP Server enables AI assistants to seamlessly interact with your Click…
|
B 78 5⁄5 | ||||||||
| 2169 |
Enables AI assistants to interact with the M-Team private torrent tracker API f…
|
B 78 5⁄5 | ||||||||
| 2170 |
Enables AI agents to programmatically create, modify, and analyze Draw.io diagr…
|
B 78 5⁄5 | ||||||||
| 2171 |
An MCP server providing access to Sveriges Radio's P3 channel music playlists, …
|
B 78 5⁄5 | ||||||||
| 2172 |
phloem
Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
|
B 78 5⁄4 | ||||||||
| 2173 |
Mnemos
Claim
A self-hosted, multi-context memory server that enables AI agents to search and…
|
B 78 5⁄4 | ||||||||
| 2174 |
MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, annou…
|
B 78 5⁄4 | ||||||||
| 2175 |
Enables interaction with the Cuti-E admin API to manage conversations, reply to…
|
B 78 5⁄5 | ||||||||
| 2176 |
macOS Notification MCP
|
B 78 5⁄5 | ||||||||
| 2177 |
Enables comprehensive automation and management of Ghost CMS blogs through AI a…
|
B 78 5⁄5 | ||||||||
| 2178 |
Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ t…
|
B 78 5⁄4 | ||||||||
| 2179 |
An MCP ( Model Context Protocol ) Server for Grafana Loki
|
B 78 5⁄4 | ||||||||
| 2180 |
Enables web search across Bing, DuckDuckGo, and Google using Playwright automat…
|
B 78 5⁄4 | ||||||||
| 2181 |
RAG-powered document search server that enables semantic search across large co…
|
B 78 5⁄4 | ||||||||
| 2182 |
A Model Context Protocol server that provides comprehensive access to Obsidian …
|
B 78 5⁄5 | ||||||||
| 2183 |
An MCP server that provides LLMs with efficient access to package documentation…
|
B 78 5⁄4 | ||||||||
| 2184 |
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
|
B 78 5⁄4 | ||||||||
| 2185 |
Enables conversion of multiple file formats (Markdown, HTML, Word, Excel, etc.)…
|
B 78 5⁄5 | ||||||||
| 2186 |
Provides weather data integration using the OpenWeatherMap API, enabling users …
|
B 78 5⁄5 | ||||||||
| 2187 |
Google Tasks MCP Server
Claim
A TypeScript Model Context Protocol server that integrates with Google Tasks AP…
|
B 78 5⁄5 | ||||||||
| 2188 |
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm,…
|
B 78 5⁄5 | ||||||||
| 2189 |
This server provides database access capabilities to Claude, supporting SQLite,…
|
B 78 5⁄4 | ||||||||
| 2190 |
A Model Context Protocol server that enables AI assistants to manage meeting da…
|
B 78 5⁄4 | ||||||||
| 2191 |
Enables AI assistants to search and analyze legal documents from multiple juris…
|
B 78 5⁄5 | ||||||||
| 2192 |
Data Planning Agent
Claim
Transforms high-level business intents into structured Data Product Requirement…
|
B 78 5⁄5 | ||||||||
| 2193 |
A server that enables AI assistants to understand and interact with Unity proje…
|
B 78 5⁄5 | ||||||||
| 2194 |
Enables users to manage and read Substack content directly within Claude, inclu…
|
B 78 5⁄4 | ||||||||
| 2195 |
11 focused tools for structured thinking, branching, revision, and navigation.
|
B 78 5⁄5 | ||||||||
| 2196 |
Enables comprehensive content management through Markdown processing, HTML rend…
|
B 78 5⁄4 | ||||||||
| 2197 |
This server converts webpages into clean, structured Markdown optimized for lan…
|
B 78 5⁄5 | ||||||||
| 2198 |
Developer utilities MCP: base64, UUID, hash, JWT decode, cron, timestamps.
|
B 78 5⁄4 | ||||||||
| 2199 |
MCP server that exposes Google Gemini as tools for Claude Code
|
B 78 5⁄4 | ||||||||
| 2200 |
Sonatype component intelligence: versions, security analysis, and Trust Score r…
|
B 78 6⁄6 | ||||||||