MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24451 |
A Model Context Protocol server that analyzes various log types on Windows syst…
|
D 51 4⁄3 | ||||||||
| 24452 |
A dedicated Model Context Protocol server that enables AI clients to interact w…
|
D 51 4⁄4 | ||||||||
| 24453 |
Provides a scalable, containerized infrastructure for deploying and managing Mo…
|
D 51 4⁄4 | ||||||||
| 24454 |
Any file in, Markdown out — read only what matters.
|
D 51 4⁄3 | ||||||||
| 24455 |
Automates tennis court bookings on San Francisco Recreation websites using brow…
|
D 51 4⁄3 | ||||||||
| 24456 |
An MCP server that enables interaction with MLB (Major League Baseball) v3 proj…
|
D 51 4⁄4 | ||||||||
| 24457 |
A Model Context Protocol server that enables AI agents to interact with n8n wor…
|
D 51 4⁄4 | ||||||||
| 24458 |
Enables creation and management of Google Forms with support for all 12 questio…
|
D 51 4⁄4 | ||||||||
| 24459 |
An MCP server that allows AI agents to manage Kubernetes resources through Cycl…
|
D 51 4⁄4 | ||||||||
| 24460 |
An MCP-based tool orchestrator that exposes a single execute_task tool to Claud…
|
D 51 4⁄4 | ||||||||
| 24461 |
An AI-powered financial management engine that enables budgeting, smart expense…
|
D 51 4⁄3 | ||||||||
| 24462 |
An MCP Server that enables interaction with Google's Public Certificate Authori…
|
D 51 4⁄4 | ||||||||
| 24463 |
Provides tools to communicate with a service dependency API, enabling users to …
|
D 51 4⁄3 | ||||||||
| 24464 |
An MCP server that generates project-specific .gitignore files and lists availa…
|
D 51 4⁄4 | ||||||||
| 24465 |
An MCP server for accessing India's National Digital Health Mission (NDHM) Heal…
|
D 51 4⁄4 | ||||||||
| 24466 |
A Model Context Protocol server that provides tools for fetching xkcd comics an…
|
D 51 4⁄4 | ||||||||
| 24467 |
A demonstration project that uses Google Gemini 2.0 Flash to interact with a lo…
|
D 51 4⁄3 | ||||||||
| 24468 |
An MCP server that analyzes stock trading volume to identify significant price …
|
D 51 4⁄4 | ||||||||
| 24469 |
Enables AI agents to query Taiwan stock holdings across multiple brokerages inc…
|
D 51 4⁄3 | ||||||||
| 24470 |
An MCP server that enables interaction with the CrowdStrike Falcon API for mana…
|
D 51 4⁄4 | ||||||||
| 24471 |
An MCP server that provides access to Google's API Discovery Service, allowing …
|
D 51 4⁄4 | ||||||||
| 24472 |
smithery-doc
Claim
|
D 51 3⁄3 | ||||||||
| 24473 |
A robust system that connects web UI to After Effects, enabling real-time comma…
|
D 51 4⁄3 | ||||||||
| 24474 |
Generate short-form video ads for Instagram Reels and TikTok from any AI assist…
|
D 51 4⁄3 | ||||||||
| 24475 |
metorial-index
Claim
Metorial MCP Index - An ever growing list of open source MCP servers 📁 🎉
|
D 51 4⁄3 | ||||||||
| 24476 |
Enables AI agents to interact with INFINI Easysearch (compatible with Elasticse…
|
D 51 4⁄4 | ||||||||
| 24477 |
Enables task management through a local MySQL database, supporting full CRUD op…
|
D 51 4⁄3 | ||||||||
| 24478 |
Vault MCP Bridge
Claim
Enables secure management of agent-scoped secrets in HashiCorp Vault through MC…
|
D 50 4⁄4 | ||||||||
| 24479 |
openwebui-mcp-setup
Claim
Universal MCPO/MCP bridge for Open Web UI with AI-powered configuration. Autom…
|
D 50 4⁄3 | ||||||||
| 24480 |
PDF RAG MCP Server
Claim
A document knowledge base system that enables users to upload PDFs and query th…
|
D 50 4⁄4 | ||||||||
| 24481 |
Provide advanced oscilloscope and function generator capabilities to AI agents,…
|
D 50 4⁄3 | ||||||||
| 24482 |
Enables Claude Desktop to interact with PostgreSQL databases through natural la…
|
D 50 4⁄4 | ||||||||
| 24483 |
choir-demo-docs
Claim
|
D 50 3⁄3 | ||||||||
| 24484 |
A FastAPI-based JSON-RPC 2.0 server implementation that enables users to work w…
|
D 50 4⁄3 | ||||||||
| 24485 |
Discord MCP Server
Claim
A Discord bot server that integrates with Mastra's MCP Bot component to provide…
|
D 50 4⁄4 | ||||||||
| 24486 |
Minimal MCP Hello Server
Claim
A minimal MCP server template that provides a basic endpoint for testing ChatGP…
|
D 50 4⁄4 | ||||||||
| 24487 |
An MCP Server that enables interaction with Odisha's eDistrict services through…
|
D 50 4⁄4 | ||||||||
| 24488 |
A template for creating secure, remotely accessible MCP servers with OAuth auth…
|
D 50 4⁄4 | ||||||||
| 24489 |
WebDNA MCP Server
Claim
A custom server that integrates WebDNA documentation with AI assistants by scra…
|
D 50 4⁄4 | ||||||||
| 24490 |
An MCP server for interacting with the HackathonWatch API, allowing users to ac…
|
D 50 4⁄4 | ||||||||
| 24491 |
Notion MCP Server
Claim
A custom server that provides a REST API interface for Notion, allowing easy ac…
|
D 50 4⁄4 | ||||||||
| 24492 |
A multi-document RAG engine server that enables intelligent querying and analys…
|
D 50 4⁄4 | ||||||||
| 24493 |
Provides access to SvelteKit and Tailwind CSS documentation, code snippets, and…
|
D 50 4⁄4 | ||||||||
| 24494 |
Creates and maintains a semantic knowledge graph of code that allows maintainin…
|
D 50 4⁄3 | ||||||||
| 24495 |
awesome-hacking-lists
Claim
A curated collection of top-tier penetration testing tools and productivity uti…
|
D 50 3⁄3 | ||||||||
| 24496 |
An MCP Server that enables interaction with MLB scores and statistics via the S…
|
D 50 4⁄4 | ||||||||
| 24497 |
Enables interaction with SAP Integration Suite for designing, creating, and man…
|
D 50 4⁄4 | ||||||||
| 24498 |
Optimize crew and workforce schedules, resource allocation, and routing with li…
|
D 50 5⁄5 | ||||||||
| 24499 |
A Model Context Protocol server implementation that allows AI models to interac…
|
D 50 4⁄3 | ||||||||
| 24500 |
Metabase MCP Server
Claim
A Model Control Protocol server that enables AI assistants to interact with Met…
|
D 50 4⁄4 | ||||||||