MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2501 |
Integrates RAGFlow's knowledge base API with Claude Desktop for document retrie…
|
B 77 5⁄5 | ||||||||
| 2502 |
render-mcp
Claim
Interact with Render (https://render.com) and easily deploy your services
|
B 77 5⁄5 | ||||||||
| 2503 |
Enables AI agents to perform financial transactions such as direct payments, es…
|
B 77 5⁄5 | ||||||||
| 2504 |
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …
|
B 77 5⁄5 | ||||||||
| 2505 |
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
|
B 77 5⁄4 | ||||||||
| 2506 |
mcp-auth-servers
Claim
🔒 Reference MCP servers that demo how authentication works with the current Mod…
|
B 77 5⁄4 | ||||||||
| 2507 |
Enables interaction with Typebot's REST API to create, manage, publish, and cha…
|
B 77 5⁄5 | ||||||||
| 2508 |
Bootstrap MCP Server
Claim
A minimal MCP server template with hot reload support that helps developers qui…
|
B 77 5⁄4 | ||||||||
| 2509 |
A Model Context Protocol server that provides persistent project context manage…
|
B 77 5⁄4 | ||||||||
| 2510 |
Provides a standardized way to interact with MinIO object storage, allowing acc…
|
B 77 5⁄5 | ||||||||
| 2511 |
A MCP server for managing and storing code snippets in various programming lang…
|
B 77 5⁄5 | ||||||||
| 2512 |
Scout your MongoDB databases with AI - safety features, live monitoring, and da…
|
B 77 5⁄4 | ||||||||
| 2513 |
SQLite MCP Server
Claim
Provides comprehensive SQLite database interaction for AI agents, including dat…
|
B 77 5⁄5 | ||||||||
| 2514 |
Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Cod…
|
B 77 5⁄5 | ||||||||
| 2515 |
Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-qu…
|
B 77 5⁄4 | ||||||||
| 2516 |
An integration that allows LLMs to interact with Raindrop.io bookmarks using th…
|
B 77 5⁄5 | ||||||||
| 2517 |
Enables interaction with AWS S3 storage through bucket operations (create, dele…
|
B 77 5⁄5 | ||||||||
| 2518 |
Enables execution of SQL queries against AWS Athena databases with schema disco…
|
B 77 5⁄5 | ||||||||
| 2519 |
Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…
|
B 77 4⁄4 | ||||||||
| 2520 |
Enables searching, browsing, and installing OriginUI components through the Mod…
|
B 77 5⁄5 | ||||||||
| 2521 |
Perplexity Search MCP
Claim
Enables AI-powered search capabilities through Perplexity AI's continuously ref…
|
B 77 5⁄5 | ||||||||
| 2522 |
Provides access to Open-E JovianDSS REST API documentation for intelligent sear…
|
B 77 5⁄5 | ||||||||
| 2523 |
An MCP server that provides web search and URL fetching capabilities by delegat…
|
B 77 5⁄5 | ||||||||
| 2524 |
Enables AI assistants to read, search, compose, and send emails by connecting t…
|
B 77 5⁄5 | ||||||||
| 2525 |
Enables web search via Serper API with advanced search operators and webpage sc…
|
B 77 5⁄5 | ||||||||
| 2526 |
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
|
B 77 5⁄5 | ||||||||
| 2527 |
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
|
B 77 5⁄5 | ||||||||
| 2528 |
Nessus MCP Server
|
B 77 5⁄5 | ||||||||
| 2529 |
Provides tools for retrieving and processing documentation through vector searc…
|
B 77 5⁄5 | ||||||||
| 2530 |
LEGO sets, parts, minifigs, colours, and inventories from Rebrickable. 10 tools…
|
B 77 5⁄4 | ||||||||
| 2531 |
Provides AI models with structured access to Trino's distributed SQL query engi…
|
B 77 5⁄5 | ||||||||
| 2532 |
Enables task management and automated development workflow tracking with Eureka…
|
B 77 5⁄4 | ||||||||
| 2533 |
Provides AI assistants with access to 30+ validated financial independence calc…
|
B 77 5⁄5 | ||||||||
| 2534 |
Enables comprehensive academic research through the Semantic Scholar API, inclu…
|
B 77 5⁄5 | ||||||||
| 2535 |
Enables AI assistants to interact with Jenkins CI/CD systems for build manageme…
|
B 77 5⁄5 | ||||||||
| 2536 |
A server that provides access to MDict dictionaries through the Model Context P…
|
B 77 5⁄4 | ||||||||
| 2537 |
MCP server for AI-enhanced prompt engineering and request conversion.
|
B 77 5⁄4 | ||||||||
| 2538 |
A Model Context Protocol (MCP) server for the Have I Been Pwned (HIBP) API
|
B 77 5⁄4 | ||||||||
| 2539 |
A production-ready development scaffold for MCP servers, optimized for Cursor I…
|
B 77 5⁄5 | ||||||||
| 2540 |
MCP Server for the [Bitrise](https://bitrise.io) API, enabling app management, …
|
B 77 6⁄6 | ||||||||
| 2541 |
Controls coding agents by enforcing structured implementation plans with PRs an…
|
B 77 5⁄5 | ||||||||
| 2542 |
Provides access to cryptocurrency market data, exchange information, and blockc…
|
B 77 5⁄5 | ||||||||
| 2543 |
Basis Protocol
Claim
Stablecoin risk scores, wallet risk profiles, and transaction risk assessment.
|
B 77 4⁄4 | ||||||||
| 2544 |
Connects AI assistants to todo.txt files, enabling task management through natu…
|
B 77 5⁄4 | ||||||||
| 2545 |
Enables AI to perform peer review of its own code changes by displaying annotat…
|
B 77 5⁄4 | ||||||||
| 2546 |
MCP server for current balance and state of EVM, UTXO, Solana, XRP, Kaspa addre…
|
B 77 6⁄6 | ||||||||
| 2547 |
MCP Server for the Perplexity API.
|
B 77 5⁄5 | ||||||||
| 2548 |
68 tools for AI agents to interact with Solana prediction markets on [Baozi.bet…
|
B 77 5⁄5 | ||||||||
| 2549 |
Provides a coherent memory layer for LLM agents that models beliefs as nodes in…
|
B 77 5⁄4 | ||||||||
| 2550 |
Enables AI to interact with multiple Swagger/OpenAPI specifications by listing …
|
B 77 5⁄5 | ||||||||