MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 2 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2251 |
A threat intelligence aggregation server that provides unified access to multip…
|
B 78 5⁄5 | ||||||||
| 2252 |
Indexes local and enterprise documents to provide a unified personal knowledge …
|
B 78 5⁄4 | ||||||||
| 2253 |
MCP server that exposes an RPN calculator
|
B 78 4⁄4 | ||||||||
| 2254 |
A server that enables AI assistants to understand and interact with Unity proje…
|
B 78 5⁄5 | ||||||||
| 2255 |
GlassCloud
Claim
A cloud relay server that bridges the GlassBridge smart glasses app with Google…
|
B 78 5⁄5 | ||||||||
| 2256 |
A Model Context Protocol server that provides tools for introspecting and analy…
|
B 78 5⁄4 | ||||||||
| 2257 |
Provides deep source code analysis for Unreal Engine codebases, allowing AI ass…
|
B 78 5⁄5 | ||||||||
| 2258 |
Enables AI assistants to manage Google Calendar through natural language intera…
|
B 78 5⁄4 | ||||||||
| 2259 |
Code Index
Claim
Fast local source code searching using Zoekt trigram-based indexing
|
B 78 5⁄4 | ||||||||
| 2260 |
Detects AI-generated content and transforms robotic text into natural, human-li…
|
B 78 5⁄4 | ||||||||
| 2261 |
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
|
B 78 5⁄4 | ||||||||
| 2262 |
Pinecone Developer MCP
|
B 78 5⁄5 | ||||||||
| 2263 |
Provides persistent context synchronization and memory management for AI agents…
|
B 78 5⁄5 | ||||||||
| 2264 |
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
|
B 78 5⁄5 | ||||||||
| 2265 |
Enables AI assistants to run and analyze pytest tests for desktop applications …
|
B 78 5⁄5 | ||||||||
| 2266 |
A Model Context Protocol server that provides comprehensive access to Obsidian …
|
B 78 5⁄5 | ||||||||
| 2267 |
sample-agentic-ai-web
Claim
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amaz…
|
B 78 5⁄4 | ||||||||
| 2268 |
Granola MCP Server
Claim
Integrates local Granola.ai meeting intelligence with Claude Desktop to enable …
|
B 78 5⁄4 | ||||||||
| 2269 |
Blawx MCP Server
Claim
Enables interaction with the Blawx API to discover project ontologies, ask ques…
|
B 78 5⁄5 | ||||||||
| 2270 |
MCP server for searching and getting up-to-date information about NPM, Cargo, P…
|
B 78 5⁄4 | ||||||||
| 2271 |
mcp-framework
Claim
Rust MCP framework for building AI agents
|
B 78 5⁄4 | ||||||||
| 2272 |
Provides a secure, constrained filesystem workspace for LLM agents to manage fi…
|
B 78 5⁄4 | ||||||||
| 2273 |
Connects Claude to a live Chrome browser's accessibility tree to generate stabl…
|
B 78 5⁄4 | ||||||||
| 2274 |
Enables interaction with Berlin's open data catalog through tools for full-text…
|
B 78 5⁄4 | ||||||||
| 2275 |
Provides arbitrary precision arithmetic operations and advanced mathematical co…
|
B 78 5⁄4 | ||||||||
| 2276 |
A server that connects Claude with Spotify, allowing users to control playback,…
|
B 78 5⁄4 | ||||||||
| 2277 |
Enables AI agents to autonomously manage files on the Filecoin decentralized ne…
|
B 78 5⁄5 | ||||||||
| 2278 |
An MCP server to interface with the Google Tasks API
|
B 78 5⁄5 | ||||||||
| 2279 |
Provides Ethereum blockchain data tools via Etherscan's API, enabling users to …
|
B 78 5⁄5 | ||||||||
| 2280 |
Graph based reasoning
Claim
Enable advanced AI reasoning workflows using graph-based thought representation…
|
B 78 5⁄4 | ||||||||
| 2281 |
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
|
B 78 5⁄4 | ||||||||
| 2282 |
USCardForum MCP Server
Claim
Enables interaction with USCardForum, a Discourse-based community for US credit…
|
B 78 5⁄5 | ||||||||
| 2283 |
Allow AI systems to read, write, and query spreadsheet data via Google Sheets.
|
B 78 5⁄4 | ||||||||
| 2284 |
Enables comprehensive access to RescueTime productivity data and features throu…
|
B 78 5⁄5 | ||||||||
| 2285 |
Enables AI agents to track, search, and retrieve their progress across projects…
|
B 78 5⁄5 | ||||||||
| 2286 |
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
|
B 78 5⁄5 | ||||||||
| 2287 |
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm,…
|
B 78 5⁄5 | ||||||||
| 2288 |
IDAssistMCP
Claim
Enables LLM clients like Claude to interact with IDA Pro for binary analysis, d…
|
B 78 5⁄4 | ||||||||
| 2289 |
A MCP (Model Context Protocol) server that provides get, send Gmails without lo…
|
B 78 5⁄5 | ||||||||
| 2290 |
Provides a comprehensive movie booking experience for AMC Theatres, enabling us…
|
B 78 5⁄5 | ||||||||
| 2291 |
Enables LLMs to control cloud browsers for web automation, data extraction, scr…
|
B 78 5⁄5 | ||||||||
| 2292 |
ArcGIS MCP Server
Claim
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
|
B 78 4⁄4 | ||||||||
| 2293 |
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-pr…
|
B 78 5⁄5 | ||||||||
| 2294 |
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
|
B 78 5⁄4 | ||||||||
| 2295 |
X Archive Daemon
Claim
Archives posts from X into a local SQLite database and provides tools for seman…
|
B 78 5⁄4 | ||||||||
| 2296 |
MCP server + Chrome extension that gives AI agents control of the user's real b…
|
B 78 5⁄4 | ||||||||
| 2297 |
Enables AI assistants to interact with the Onboarded platform through automatic…
|
B 78 5⁄4 | ||||||||
| 2298 |
Enables AI assistants to interact with Autodesk Revit to query project data, ma…
|
B 78 5⁄5 | ||||||||
| 2299 |
Enables AI assistants to interact with Jenkins CI/CD systems through natural la…
|
B 78 5⁄5 | ||||||||
| 2300 |
An MCP server that enables users to print markdown tasklists, Notion tasks with…
|
B 78 5⁄5 | ||||||||