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 | ||||||||||
| 2301 |
Enables vision capabilities for any AI model by routing image analysis requests…
|
B 78 5⁄5 | ||||||||
| 2302 |
Enables Frappe Framework applications to function as Streamable HTTP MCP server…
|
B 78 5⁄5 | ||||||||
| 2303 |
Mnemos
Claim
A self-hosted, multi-context memory server that enables AI agents to search and…
|
B 78 5⁄4 | ||||||||
| 2304 |
Enables AI assistants to automatically inspect and analyze application runtime …
|
B 78 5⁄5 | ||||||||
| 2305 |
Orchestrates complete agile development workflows from product requirements to …
|
B 78 5⁄5 | ||||||||
| 2306 |
Matlab MCP Server in python
|
B 78 5⁄4 | ||||||||
| 2307 |
Provides AI assistants with secure, read-only access to over 15,000 financial i…
|
B 78 5⁄4 | ||||||||
| 2308 |
A server that enables AI assistants to understand and interact with Unity proje…
|
B 78 5⁄5 | ||||||||
| 2309 |
mcp-reticle
Claim
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM …
|
B 78 5⁄4 | ||||||||
| 2310 |
Provides weather data integration using the OpenWeatherMap API, enabling users …
|
B 78 5⁄5 | ||||||||
| 2311 |
Provides Todoist task management capabilities to AI assistants through the Mode…
|
B 78 5⁄4 | ||||||||
| 2312 |
Provides access to The Movie Database (TMDB) API, enabling users to search for …
|
B 78 5⁄4 | ||||||||
| 2313 |
MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, annou…
|
B 78 5⁄4 | ||||||||
| 2314 |
Provides real-time and historical Formula 1 racing data through the Model Conte…
|
B 78 5⁄5 | ||||||||
| 2315 |
Enables comprehensive calendar management with capabilities to create, list, up…
|
B 78 5⁄5 | ||||||||
| 2316 |
Enables searching and accessing Xiaohongshu (RedNote) content via natural langu…
|
B 78 5⁄4 | ||||||||
| 2317 |
Enables AI assistants to search and fetch documentation content from Adobe Expe…
|
B 78 5⁄4 | ||||||||
| 2318 |
Graph based reasoning
Claim
Enable advanced AI reasoning workflows using graph-based thought representation…
|
B 78 5⁄4 | ||||||||
| 2319 |
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
|
B 78 5⁄5 | ||||||||
| 2320 |
clickup-mcp
|
B 78 5⁄5 | ||||||||
| 2321 |
Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsin…
|
B 78 5⁄5 | ||||||||
| 2322 |
Enables LLM agents to interact with the Lean theorem prover through the Languag…
|
B 78 5⁄5 | ||||||||
| 2323 |
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
|
B 78 5⁄5 | ||||||||
| 2324 |
Payload CMS MCP Server
Claim
Enables AI assistants to interact with Payload CMS instances through authentica…
|
B 78 5⁄5 | ||||||||
| 2325 |
The server integrates with the free IMF data API and provides various features …
|
B 78 5⁄5 | ||||||||
| 2326 |
Exposes your organization's Terraform style guide to AI coding agents, enabling…
|
B 78 5⁄4 | ||||||||
| 2327 |
Granola MCP Server
Claim
Integrates local Granola.ai meeting intelligence with Claude Desktop to enable …
|
B 78 5⁄4 | ||||||||
| 2328 |
A central registry and HTTP interface for coordinating Model Context Protocol (…
|
B 78 5⁄4 | ||||||||
| 2329 |
Converts DOCX files to Markdown with formatting preservation and image extracti…
|
B 78 5⁄4 | ||||||||
| 2330 |
Enables AI assistants to manage Google Calendar through natural language intera…
|
B 78 5⁄4 | ||||||||
| 2331 |
MCP server that exposes an RPN calculator
|
B 78 4⁄4 | ||||||||
| 2332 |
Enables AI assistants to create and manage Twitter drafts through Typefully, in…
|
B 78 5⁄5 | ||||||||
| 2333 |
Multi-provider media generation — images, video, audio, and transcription via a…
|
B 78 5⁄5 | ||||||||
| 2334 |
OrionBelt Analytics is an MCP server that analyzes relational database schemas …
|
B 78 5⁄4 | ||||||||
| 2335 |
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
|
B 78 5⁄5 | ||||||||
| 2336 |
MCP server for retrieving block-level data from EVM, UTXO, and XRP blockchains …
|
B 78 6⁄6 | ||||||||
| 2337 |
Provides persistent context synchronization and memory management for AI agents…
|
B 78 5⁄5 | ||||||||
| 2338 |
Detects AI-generated content and transforms robotic text into natural, human-li…
|
B 78 5⁄4 | ||||||||
| 2339 |
Enables AI assistants to run and analyze pytest tests for desktop applications …
|
B 78 5⁄5 | ||||||||
| 2340 |
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
|
B 78 5⁄5 | ||||||||
| 2341 |
Enables AI assistants to interact with AgilePlace for comprehensive project man…
|
B 78 5⁄5 | ||||||||
| 2342 |
Provides a secure, constrained filesystem workspace for LLM agents to manage fi…
|
B 78 5⁄4 | ||||||||
| 2343 |
A Model Context Protocol server that provides comprehensive access to Obsidian …
|
B 78 5⁄5 | ||||||||
| 2344 |
Lightweight coordination layer for multiple AI agents working on the same codeb…
|
B 78 4⁄4 | ||||||||
| 2345 |
Blawx MCP Server
Claim
Enables interaction with the Blawx API to discover project ontologies, ask ques…
|
B 78 5⁄5 | ||||||||
| 2346 |
Multi-Agent Systems with Google's Agent Development Kit + A2A + MCP
|
B 78 4⁄4 | ||||||||
| 2347 |
MCP server for searching and getting up-to-date information about NPM, Cargo, P…
|
B 78 5⁄4 | ||||||||
| 2348 |
Pinecone Developer MCP
|
B 78 5⁄5 | ||||||||
| 2349 |
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
|
B 78 5⁄4 | ||||||||
| 2350 |
An MCP server to interface with the Google Tasks API
|
B 78 5⁄5 | ||||||||