MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15301 |
A semantic search MCP server that provides historical question-and-answer capab…
|
F 30 5⁄5 | ||||||||
| 15302 |
Connects GPT-4 to a merchant store API, allowing users to query and manage stor…
|
F 30 5⁄4 | ||||||||
| 15303 |
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
|
F 30 5⁄4 | ||||||||
| 15304 |
The Model Context Protocol (MCP) server provides a conversational interface for…
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F 30 5⁄5 | ||||||||
| 15305 |
A FastMCP server that proxies the Poe.com API, allowing users to query various …
|
F 30 5⁄5 | ||||||||
| 15306 |
A Model Context Protocol server that enables AI agents to access, search, and u…
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F 30 5⁄5 | ||||||||
| 15307 |
A secure server that allows LLM applications like Claude to execute whitelisted…
|
F 30 5⁄4 | ||||||||
| 15308 |
Enables PTZ camera control with gimbal positioning, snapshots, and AI visual an…
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F 30 5⁄4 | ||||||||
| 15309 |
Enhance your applications with intelligent context-aware capabilities. Leverage…
|
F 30 5⁄4 | ||||||||
| 15310 |
A local MCP gateway that compresses multiple upstream servers into two tools, s…
|
F 30 5⁄4 | ||||||||
| 15311 |
Incident management, on-call scheduling, and intelligent analysis powered by Ro…
|
F 30 6⁄6 | ||||||||
| 15312 |
Enables AI models to interactively prompt users for input or clarification dire…
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F 30 5⁄5 | ||||||||
| 15313 |
Enables AI agents to query a local knowledge graph built from document collecti…
|
F 30 5⁄5 | ||||||||
| 15314 |
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
|
F 30 5⁄5 | ||||||||
| 15315 |
A secure Model Context Protocol server that provides tools for calculating Fibo…
|
F 30 5⁄4 | ||||||||
| 15316 |
An MCP server that allows Claude to use OpenAI's image generation capabilities …
|
F 30 5⁄5 | ||||||||
| 15317 |
Enables management of retail e-commerce products with CRUD operations, AI-power…
|
F 30 5⁄5 | ||||||||
| 15318 |
An experimental MCP server providing spatial context for LLMs by interfacing wi…
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F 30 5⁄5 | ||||||||
| 15319 |
A robot battle prototype that enables users to design, validate, and simulate A…
|
F 30 5⁄5 | ||||||||
| 15320 |
Enables interaction with Slack channels including checking Xcode Cloud build st…
|
F 30 5⁄5 | ||||||||
| 15321 |
An MCP server that enables AI agents to play Pokémon games by providing a funct…
|
F 30 5⁄4 | ||||||||
| 15322 |
A Model Context Protocol server that exposes project-specific development tools…
|
F 30 5⁄5 | ||||||||
| 15323 |
A Model Context Protocol server that provides OpenAI's DALL-E 3 image generatio…
|
F 30 5⁄5 | ||||||||
| 15324 |
AI-powered PDF editing and generation MCP server using Gemini Pro.
|
F 30 5⁄4 | ||||||||
| 15325 |
Connects LLMs to the Fantasy Premier League API for intelligent team management…
|
F 30 5⁄5 | ||||||||
| 15326 |
내 상황에 맞는 사업을 키워드 기반으로 알려주고 분석함
|
F 30 5⁄4 | ||||||||
| 15327 |
MCP server that provides browser automation capabilities through a Chrome exten…
|
F 30 5⁄4 | ||||||||
| 15328 |
Analyzes codebases to suggest relevant learning projects and generate interacti…
|
F 30 5⁄5 | ||||||||
| 15329 |
Triplewhale MCP Server
|
F 30 6⁄4 | ||||||||
| 15330 |
Build effective agents using Model Context Protocol and simple workflow patterns
|
F 30 6⁄6 | ||||||||
| 15331 |
A Node.js implementation for vector search using LanceDB and Ollama's embedding…
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F 30 5⁄5 | ||||||||
| 15332 |
Enables querying Azure Application Insights logs by order number through natura…
|
F 30 5⁄5 | ||||||||
| 15333 |
An MCP server designed for SQL analysis that demonstrates sampling capabilities…
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F 30 5⁄4 | ||||||||
| 15334 |
Provides cocktail recommendations using a Retrieval-Augmented Generation (RAG) …
|
F 30 5⁄5 | ||||||||
| 15335 |
A server based on Model Context Protocol that provides predefined prompt templa…
|
F 30 6⁄6 | ||||||||
| 15336 |
A MCP server that enables Claude to discover and call any API endpoint through …
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F 30 5⁄5 | ||||||||
| 15337 |
Enables AI assistants in IDEs to query custom documentation databases for more …
|
F 30 6⁄6 | ||||||||
| 15338 |
A Model Context Protocol server allowing Claude AI to interact with AWS resourc…
|
F 30 5⁄5 | ||||||||
| 15339 |
MCP server for the POX SDN controller to provides network control and managemen…
|
F 30 5⁄4 | ||||||||
| 15340 |
Enables Claude agents to checkpoint their context state and reset back to saved…
|
F 30 5⁄4 | ||||||||
| 15341 |
A smart router that helps users discover the most relevant tools from an MCP ca…
|
F 30 5⁄4 | ||||||||
| 15342 |
Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. B…
|
F 30 5⁄4 | ||||||||
| 15343 |
Enables LLMs to retrieve and analyze Steam game reviews, providing access to re…
|
F 30 5⁄5 | ||||||||
| 15344 |
An MCP server that enables users to search and navigate Madison, Wisconsin muni…
|
F 30 5⁄4 | ||||||||
| 15345 |
Tracking the latest trending tokens on CoinGecko.
|
F 30 5⁄5 | ||||||||
| 15346 |
Explore and discover video games from the Internet Game Database. Search titles…
|
F 30 6⁄6 | ||||||||
| 15347 |
A starter template for building Model Context Protocol (MCP) servers using Type…
|
F 30 5⁄4 | ||||||||
| 15348 |
Enables Claude to collaborate with Gemini for code reviews, second opinions, an…
|
F 30 5⁄5 | ||||||||
| 15349 |
An MCP server that delivers real-time token prices from Uniswap V3 across multi…
|
F 30 5⁄5 | ||||||||
| 15350 |
A personality-based MCP server that enables AI assistants to manage WordPress c…
|
F 30 5⁄5 | ||||||||