MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 4 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56401 |
openai-agents-sdk-mcp
Claim
Provides MCP tools to list and search OpenAI Agents SDK documentation, enabling…
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| 56402 |
OpenSoul MCP
Claim
An open-source personality profiling system that enables users to record and an…
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| 56403 |
bjn-uy-mcp
Claim
MCP server that enables searching and retrieving judicial decisions from the Ur…
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| 56404 |
Lore
Claim
An MCP server that captures and retrieves team decisions and facts from Slack w…
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| 56405 |
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
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| 56406 |
waitbus
Claim
Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem…
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| 56407 |
Tally Prime MCP Server
Claim
Enables Large Language Models to access and query Tally Prime ERP data, includi…
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| 56408 |
TracePass
Claim
Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS …
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| 56409 |
AI Agent MCP Server
Claim
Enables ChatGPT agents to store and retrieve reports in MongoDB Atlas, acting a…
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| 56410 |
gmail-mcp-multi
Claim
A Gmail MCP server with native multi-account support, enabling management of mu…
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| 56411 |
mcp-read-only-sql
Claim
Provides secure read-only SQL access to PostgreSQL and ClickHouse databases wit…
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| 56412 |
Arcane RMCP
Claim
Arcane Docker and Compose management over MCP and CLI with authenticated stdio …
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| 56413 |
backchannel
Claim
MCP server for async messaging between AI coding agents, enabling cross-harness…
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| 56414 |
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
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| 56415 |
local-mcp-server
Claim
Exposes local file I/O, a restricted shell whitelist, and SQLite helpers for sa…
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| 56416 |
Open Parliament MCP
Claim
A thin MCP connector to UK Parliament's public APIs and Members OData endpoint,…
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| 56417 |
An MCP server that provides AI-powered image generation through Google Gemini m…
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| 56418 |
valoria-intelligence
Claim
Find where the money is in AI services. See what's earning and find market gaps.
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| 56419 |
mobile-mcp
Claim
MCP server for cross-platform mobile automation (iOS/Android) using accessibili…
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| 56420 |
zoho-recruit
Claim
Enables Claude to manage Zoho Recruit ATS operations including candidates, jobs…
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| 56421 |
outstations-mcp
Claim
Provides access to yacht-club outstation records including size limits, rafting…
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| 56422 |
foundrynet-geo
Claim
x402-gated geocoding + distance gateway. Tools: geocode, distance.
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| 56423 |
An MCP server running inside a trusted execution environment (TEE) via Gramine,…
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| 56424 |
MCP server for Colombo Stock Exchange data
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| 56425 |
Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
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| 56426 |
localhost_mcp
Claim
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| 56427 |
Yandex Tracker MCP
Claim
Enables AI agents to manage Yandex Tracker tasks with tools for creating, readi…
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| 56428 |
cerebras-code-mcp
Claim
Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-fi…
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| 56429 |
xkcdai
Claim
An MCP server that finds relevant xkcd comics during conversation by semantical…
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| 56430 |
Terminal Sessions MCP
Claim
Interactive, persistent terminal sessions for AI assistants via Model Context P…
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| 56431 |
GitHub MCP Server
Claim
Enables AI assistants to perform GitHub operations such as creating repositorie…
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| 56432 |
Fetch MCP Server
Claim
Enables LLMs to fetch and extract web content as markdown with browser imperson…
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| 56433 |
Enables hybrid search and agentic retrieval over Confluence pages via MCP tools…
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| 56434 |
ai-rate-limit-tracker
Claim
Cloudflare Workers MCP server: ai-rate-limit-tracker
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| 56435 |
Euclid-MCP
Claim
MCP server for logical reasoning that turns facts into formal proofs using a de…
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| 56436 |
antigravity-claude-mcp
Claim
Allows Claude Code to request an independent code review from Google Antigravit…
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| 56437 |
cypress-mcp-server
Claim
A Model Context Protocol (MCP) server that integrates Cypress with Cursor AI, e…
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| 56438 |
llmsproxy
Claim
Connects MCP clients (Claude Desktop, Cursor, Cline, Zed) to llmsproxy.ai, expo…
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| 56439 |
openai-gpt-image-1-mcp
Claim
Provides AI agents and coding assistants with image generation and editing capa…
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| 56440 |
mcp-alphafold
Claim
Provides programmatic access to AlphaFold protein structure predictions and Uni…
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| 56441 |
Logeion MCP Server
Claim
Enables LLMs to search and retrieve Latin word definitions and lemmas from the …
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| 56442 |
GitLab MCP Server
Claim
Enables AI agents to interact with GitLab via a restricted set of 9 tools using…
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| 56443 |
micropub-mcp
Claim
Enables AI agents to create, update, delete, and query posts on any Micropub-co…
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| 56444 |
cisco-secure-access-mcp
Claim
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
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| 56445 |
Enables WordPress content management through the Model Context Protocol, allowi…
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| 56446 |
Connects Claude to your Yahoo Fantasy Baseball team, enabling lineup management…
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| 56447 |
apple-health-mcp
Claim
Loads Apple Health export data into a local SQLite database and exposes tools t…
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| 56448 |
atomic-computer-mcp
Claim
Enables automation of native Windows desktop applications through screen captur…
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| 56449 |
Ghosthand
Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
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| 56450 |
Azure Diagram MCP Server
Claim
An MCP server that generates professional infrastructure diagrams using the Pyt…
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