MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47451 |
fizzy-mcp
Claim
MCP server for Fizzy, Basecamp's open-source Kanban tool. Enables AI assistants…
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| 47452 |
Dominican Republic DGII e-CF: AI agents authenticate and submit electronic invo…
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| 47453 |
pubrecords
Claim
US public-records intelligence for AI agents — companies, SEC, courts, spending…
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| 47454 |
PterodactylMCP
Claim
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
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| 47455 |
Kilkaya MCP Server
Claim
MCP server for the Kilkaya analytics API, enabling querying analytics data, lis…
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| 47456 |
mcp-truth-check
Claim
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
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| 47457 |
valyu-mcp
Claim
Enables AI models to retrieve high-quality context from Valyu's API, including …
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| 47458 |
Fast News MCP
Claim
Search, trending, topics, and local news all in one MCP server. Article preview…
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| 47459 |
Enables AI agents to control Windows GUI applications like a human using screen…
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| 47460 |
MCP Server
Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
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| 47461 |
Toggl MCP Server
Claim
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
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| 47462 |
AI Project OS MCP
Claim
Enforces engineering governance for AI-driven software projects, ensuring state…
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| 47463 |
Open Mind
Claim
MCP server that builds a deterministic, source-traceable knowledge index of any…
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| 47464 |
slite-mcp
Claim
Integrates with Slite's API to search, retrieve, create, and edit notes via the…
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| 47465 |
note-taking-ai-mcp
Claim
note-taking-ai-mcp MCP server by MEOK AI Labs
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| 47466 |
fallinsurancepaper-mcp
Claim
MCP server for Foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
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| 47467 |
threadwork
Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
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| 47468 |
github-portfolio
Claim
Enables fetching public repositories for a given GitHub username, returning cur…
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| 47469 |
GRESB MCP Server
Claim
Enables interaction with GRESB's Real Estate ESG Benchmarking API, allowing use…
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| 47470 |
Enables Google web search via MCP, compatible with gemini-cli's google_web_sear…
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| 47471 |
mindmapio-mcp
Claim
Enables AI agents to build and interact with mind maps on mindmap.io. Agents ca…
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| 47472 |
MainWP MCP Server
Claim
Enables AI assistants to manage WordPress networks through a MainWP Dashboard, …
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| 47473 |
llmwiki-serve
Claim
Serves local Markdown wikis as a read-only knowledge source with MCP tools for …
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| 47474 |
HRMS MCP Server
Claim
An MCP server for HR management that enables adding employees, managing tickets…
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| 47475 |
MCP Café
Claim
Simulates technical discussions with various agent profiles to help solve engin…
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| 47476 |
Coolify AnythingLLM MCP
Claim
Connects AnythingLLM to Coolify for natural language management of self-hosted …
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| 47477 |
mcp-merriam-webster
Claim
Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natu…
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| 47478 |
BigBrain MCP Server
Claim
Enables AI agents to overcome context loops by extracting and packaging code fo…
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| 47479 |
@raygister/mcp
Claim
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
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| 47480 |
mcp-anvil-lite
Claim
A minimal starting point for a Model Context Protocol server with stdio transpo…
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| 47481 |
neobrutalism-mcp-server
Claim
Provides AI assistants with access to neobrutalism-styled React components, ena…
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| 47482 |
Enables interacting with a Redmine instance via REST API, allowing issues, proj…
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| 47483 |
PDF Utilities MCP
Claim
Enables AI assistants to read, create, merge, split, and edit PDF files through…
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| 47484 |
decodo-coppi
Claim
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| 47485 |
NapCat MCP Server
Claim
Enables interaction with NapCat QQ bot APIs for group management, messaging, an…
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| 47486 |
ironxyz
Claim
Official MCP (Model Context Protocol) server for Iron.xyz API, designed to work…
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| 47487 |
MCP server for step-by-step mathematical reasoning and planning, enabling AI ag…
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| 47488 |
D-Bus MCP Server
Claim
Bridges AI assistants to Linux D-Bus for system interaction, enabling clipboard…
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| 47489 |
Mermaid Studio
Claim
Enables AI to create, edit, and manage Mermaid diagrams via MCP, with real-time…
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| 47490 |
A multimodal local memory MCP server that lets AI agents search across text, PD…
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| 47491 |
mcp-sandbox
Claim
A sandbox MCP server for testing and debugging MCP tools and interactions via t…
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| 47492 |
Fetchium
Claim
Fetchium — token-efficient web retrieval for AI agents
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| 47493 |
zulip-mcp
Claim
MCP server that exposes Zulip REST API tools via SSE, enabling message retrieva…
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| 47494 |
su2-mcp
Claim
Enables interaction with SU2 CFD solver for session lifecycle management, confi…
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| 47495 |
abrasio-mcp
Claim
MCP server that exposes Abrasio as an agentic browser for AI models, allowing C…
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| 47496 |
Salesforce SAP MCP
Claim
Enables Claude AI to securely query live SAP inventory data through Salesforce …
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| 47497 |
finance-intelligence-mcp
Claim
Personal finance MCP server with budgeting, analytics, and PostgreSQL.
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| 47498 |
Booru-Pictag-Get-MCP
Claim
An MCP server that searches booru image boards and cleans their tags into ready…
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| 47499 |
Mnemosure
Claim
A source-grounded memory layer for AI agents that stores, links, and recalls fa…
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| 47500 |
MCP TokenSage
Claim
Enables token counting, usage tracking, and cost calculation for LLM APIs, with…
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