MCP Server Quality Scores
Independent quality analysis of 53551 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14351 |
NumPy Computation Server
Claim
Perform advanced numerical computations and array manipulations using NumPy thr…
|
D 52 5⁄4 | ||||||||
| 14352 |
Instant public HTTPS URLs for AI agents via Cloudflare Tunnels. x402 custom dom…
|
D 52 6⁄4 | ||||||||
| 14353 |
A Model Context Protocol server that enables AI models to access tools through …
|
D 52 6⁄6 | ||||||||
| 14354 |
A server implementation demonstrating how AI models can interact with external …
|
D 52 5⁄5 | ||||||||
| 14355 |
An AI-powered travel assistant connected to Claude via MCP that helps users pla…
|
D 52 5⁄5 | ||||||||
| 14356 |
Provide AI assistants with real-time access to official SEC EDGAR filings and f…
|
D 52 6⁄6 | ||||||||
| 14357 |
Reverse any sentence instantly to see words in the opposite order. Generate pla…
|
D 52 5⁄4 | ||||||||
| 14358 |
An MCP server that connects to Pollinations.ai API, enabling AI models to gener…
|
D 52 6⁄6 | ||||||||
| 14359 |
An MCP server integrated with Microsoft Edge's high-quality speech synthesis ca…
|
D 52 6⁄4 | ||||||||
| 14360 |
Shutter MCP
Claim
Enables timelock encryption using the Shutter Network, allowing users to encryp…
|
D 52 6⁄6 | ||||||||
| 14361 |
An MCP server that transforms AI assistants into personal chefs by providing re…
|
D 52 5⁄5 | ||||||||
| 14362 |
A Model Context Protocol server that enables natural language data exploration …
|
D 52 5⁄5 | ||||||||
| 14363 |
A demonstration MCP server that runs over HTTP with streamable transport, provi…
|
D 52 5⁄5 | ||||||||
| 14364 |
Data Query MCP Server
Claim
Enables querying and analyzing user, product, and order data with filtering cap…
|
D 52 5⁄5 | ||||||||
| 14365 |
A Model Context Protocol server that provides comprehensive Pokemon data and ba…
|
D 52 5⁄5 | ||||||||
| 14366 |
Provides current weather information and forecasts for major cities through MCP…
|
D 52 5⁄5 | ||||||||
| 14367 |
Instagram DMs MCP
Claim
Enables AI assistants to read, send, and manage Instagram direct messages, incl…
|
D 52 6⁄6 | ||||||||
| 14368 |
An MCP server that allows Claude AI to search, explore, and compare arXiv paper…
|
D 52 5⁄5 | ||||||||
| 14369 |
Agents are not bots. Prove it. MCP-native identity declaration for authorized a…
|
D 52 6⁄4 | ||||||||
| 14370 |
Build complete MCP servers with our framework — study or fork this reference im…
|
D 52 6⁄6 | ||||||||
| 14371 |
An MCP server for vulnerability management that provides tools for automated se…
|
D 52 5⁄5 | ||||||||
| 14372 |
An MCP server for the Hugging Face Dataset Viewer API that enables searching, f…
|
D 52 6⁄6 | ||||||||
| 14373 |
Enables interaction with SAP Business One API through Azure Container Apps with…
|
D 52 6⁄6 | ||||||||
| 14374 |
A Model Context Protocol server that delivers various categories of jokes (Chuc…
|
D 52 6⁄6 | ||||||||
| 14375 |
Lifestyle medicine health intelligence via x402 micropayments. 637+ peer-review…
|
D 52 6⁄6 | ||||||||
| 14376 |
Code2Flow MCP Server
Claim
A server that wraps the code2flow command-line tool as an MCP service, allowing…
|
D 52 5⁄5 | ||||||||
| 14377 |
An MCP server providing standardized access to Swiss court decisions through th…
|
D 52 6⁄4 | ||||||||
| 14378 |
Provides tools for training, managing, and making predictions with scikit-learn…
|
D 52 6⁄6 | ||||||||
| 14379 |
Manages inventory operations using Supabase/PostgreSQL database, enabling users…
|
D 52 5⁄5 | ||||||||
| 14380 |
MCP server for agriculture and farming data. 8 tools: soil conditions (temperat…
|
D 52 5⁄5 | ||||||||
| 14381 |
Enables interaction with Google Analytics APIs to fetch reports, manage propert…
|
D 52 6⁄6 | ||||||||
| 14382 |
integrate rapidapi for testing
|
D 52 5⁄4 | ||||||||
| 14383 |
Enables users to search for jobs, retrieve profiles, and fetch feed posts throu…
|
D 52 5⁄4 | ||||||||
| 14384 |
Provides unified access to real-time and historical Solana ecosystem data throu…
|
D 52 5⁄5 | ||||||||
| 14385 |
Exposes OpenBB widget specifications as structured tools, enabling developers a…
|
D 52 5⁄5 | ||||||||
| 14386 |
An interface enabling high-frequency communication between AI tools (like Curso…
|
D 52 5⁄5 | ||||||||
| 14387 |
Enterprise AI governance layer with 29 tools: MAI decision classification (Mand…
|
D 52 6⁄6 | ||||||||
| 14388 |
Search arXiv and ACL Anthology, retrieve citations and references, and browse w…
|
D 52 6⁄6 | ||||||||
| 14389 |
Map clinical terminology to OMOP concepts using LLMs for healthcare data standa…
|
D 52 6⁄6 | ||||||||
| 14390 |
A Model Context Protocol server that enables LLM applications to safely execute…
|
D 52 5⁄4 | ||||||||
| 14391 |
Connects MCP tools to the Zappaz WhatsApp API, enabling agents to send and mana…
|
D 52 6⁄6 | ||||||||
| 14392 |
Generate Ziwei Doushu and Bazi charts with insights into palaces, stars, and th…
|
D 52 6⁄6 | ||||||||
| 14393 |
An MCP server that provides persistent memory for AI agents by storing session …
|
D 52 5⁄4 | ||||||||
| 14394 |
MCP FastMCP Demo Server
Claim
A simple demonstration MCP server built with FastMCP that provides basic functi…
|
D 52 5⁄4 | ||||||||
| 14395 |
A Model Context Protocol server that enables access to Omi memories from a spec…
|
D 52 5⁄5 | ||||||||
| 14396 |
A drop-in Model Context Protocol server implementation for Next.js projects tha…
|
D 52 6⁄4 | ||||||||
| 14397 |
A Model Context Protocol server that provides a comprehensive interface for int…
|
D 52 6⁄6 | ||||||||
| 14398 |
A basic example of developing and running serverless Model Context Protocol (MC…
|
D 52 6⁄6 | ||||||||
| 14399 |
Provides LLMs with up-to-date, version-specific documentation and code examples…
|
D 52 6⁄6 | ||||||||
| 14400 |
An MCP server that generates images based on text prompts using Black Forest La…
|
D 52 6⁄6 | ||||||||