MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 5 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12501 |
Analyze multiple URLs with categorized SEO / GEO checks and scored results.
|
C 61 6⁄4 | ||||||||
| 12502 |
Search Millions of local businesses worldwide (Europe, Northamerica, Southameri…
|
C 61 5⁄5 | ||||||||
| 12503 |
Enables full control database operations on MySQL through natural language comm…
|
C 61 5⁄5 | ||||||||
| 12504 |
An MCP server that enables agents to attach debugpy to running Python processes…
|
C 61 5⁄4 | ||||||||
| 12505 |
Provides various utilities including timezone-aware time queries, basic calcula…
|
C 61 5⁄5 | ||||||||
| 12506 |
|
C 61 5⁄4 | ||||||||
| 12507 |
oreilly-ai-agents
Claim
An introduction to the world of AI Agents
|
C 61 5⁄4 | ||||||||
| 12508 |
A Model Context Protocol server that enables LLMs like Claude to interact with …
|
C 61 5⁄5 | ||||||||
| 12509 |
A lightweight Model Context Protocol (MCP) server that enables your LLM to capt…
|
C 61 5⁄4 | ||||||||
| 12510 |
Provides AI coding agents with access to Figma design data through the Figma AP…
|
C 61 6⁄6 | ||||||||
| 12511 |
A Model Context Protocol server providing read-only access to MySQL databases, …
|
C 61 5⁄5 | ||||||||
| 12512 |
ai-tool-optimizer
Claim
Reduces MCP tool description token costs by 40-70% through pure text schema dis…
|
C 61 5⁄4 | ||||||||
| 12513 |
Unbundle OpenAPI Specs MCP
|
C 61 5⁄5 | ||||||||
| 12514 |
An MCP server that provides weather information and alerts for US locations usi…
|
C 61 5⁄5 | ||||||||
| 12515 |
Enables users to manage API keys and perform Aptos Build actions through MCP-co…
|
C 61 5⁄5 | ||||||||
| 12516 |
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
|
C 61 5⁄5 | ||||||||
| 12517 |
An MCP-based Java decompilation tool that uses the CFR decompiler to convert .c…
|
C 61 5⁄4 | ||||||||
| 12518 |
mcp-clickhouse-long-running
|
C 61 5⁄5 | ||||||||
| 12519 |
An MCP server that enables AI assistants to control TVs on a local network thro…
|
C 61 5⁄4 | ||||||||
| 12520 |
Dominican Republic legislation via MCP -- full-text search across statutes and …
|
C 61 6⁄6 | ||||||||
| 12521 |
A Python-based MCP server that enables interaction with Microsoft Fabric APIs f…
|
C 61 5⁄5 | ||||||||
| 12522 |
Enables deployment of MCP servers without authentication on Cloudflare Workers.…
|
C 61 5⁄5 | ||||||||
| 12523 |
A proof-of-concept Prometheus MCP server, which likely enables Claude AI to int…
|
C 61 5⁄4 | ||||||||
| 12524 |
A Model Context Protocol server providing dual transport (HTTP and Stdio) acces…
|
C 61 5⁄5 | ||||||||
| 12525 |
Pyrimid Protocol
Claim
Agent-commerce MCP server for x402/USDC payments and affiliate splits on Base.
|
C 61 5⁄5 | ||||||||
| 12526 |
A Model Context Protocol implementation that enables large language models to c…
|
C 61 5⁄5 | ||||||||
| 12527 |
An MCP Server that provides weather information by ZIP code using Interzoid's A…
|
C 61 5⁄4 | ||||||||
| 12528 |
A server that implements the Model Context Protocol (MCP) on Cloudflare Workers…
|
C 61 5⁄5 | ||||||||
| 12529 |
MCP server providing various date/time functions including current time, timezo…
|
C 61 6⁄6 | ||||||||
| 12530 |
Spot pre-launch products before they trend. Search the web and tech sites, extr…
|
C 61 6⁄6 | ||||||||
| 12531 |
An MCP server to search papers from arXiv
|
C 61 6⁄6 | ||||||||
| 12532 |
A deployable MCP server on Cloudflare Workers that doesn't require authenticati…
|
C 61 5⁄5 | ||||||||
| 12533 |
A simple note-taking MCP server that allows storing and summarizing notes with …
|
C 61 5⁄4 | ||||||||
| 12534 |
Provides API tools to interact with Yonote documents and collections, serving a…
|
C 61 5⁄5 | ||||||||
| 12535 |
A FastMCP-based interface for Metasploit Framework, enabling AI agents to inter…
|
C 61 5⁄4 | ||||||||
| 12536 |
A Model Context Protocol server that provides access to a fund knowledge base. …
|
C 61 5⁄5 | ||||||||
| 12537 |
DevCycle MCP server for feature flag management
|
C 61 6⁄6 | ||||||||
| 12538 |
Enables reading and searching API documentation from YApi instances, allowing A…
|
C 61 5⁄5 | ||||||||
| 12539 |
An MCP server that enables MySQL database integration with Claude. You can exec…
|
C 61 5⁄5 | ||||||||
| 12540 |
A Model Context Protocol server that enables AI assistants like Claude to use B…
|
C 61 5⁄4 | ||||||||
| 12541 |
Next.js MCP Server
Claim
A sample MCP server implementation for Next.js projects that uses the Vercel MC…
|
C 61 6⁄6 | ||||||||
| 12542 |
Enables reading and extracting content from WeChat public account articles usin…
|
C 61 5⁄4 | ||||||||
| 12543 |
Google Tasks MCP Server
Claim
Enables LLMs like Claude to manage Google Tasks by listing, creating, updating,…
|
C 61 5⁄5 | ||||||||
| 12544 |
Enables secure integration between GitHub and Jira with permission controls, al…
|
C 61 5⁄5 | ||||||||
| 12545 |
Enables managing UniFi networks through natural language, allowing users to mon…
|
C 61 6⁄6 | ||||||||
| 12546 |
Enables exploration and querying of PostgreSQL databases through natural langua…
|
C 61 5⁄5 | ||||||||
| 12547 |
Databricks MCP Server
Claim
A FastAPI-based server that provides tools for local file management and Databr…
|
C 61 5⁄5 | ||||||||
| 12548 |
Enrich user data by adding social network links based on provided personal info…
|
C 61 6⁄6 | ||||||||
| 12549 |
A browser automation agent that enables Claude to interact with web browsers th…
|
C 61 5⁄4 | ||||||||
| 12550 |
mcpconnect
Claim
Inspect and debug Model Context Protocol servers directly in your browser.
|
C 61 6⁄6 | ||||||||