MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43651 |
solid-mcp
Claim
MCP server for the Solid protocol enabling AI models to read, write, search, an…
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| 43652 |
mcp-toolkit-hub
Claim
MCP hub server that aggregates tools from multiple domain packages into a singl…
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| 43653 |
Verifiable agent-to-agent task handoff with signed provenance chain. Initiating…
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| 43654 |
parsley-mcp
Claim
An MCP server that connects AI assistants to the Parsley platform for recipe ma…
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| 43655 |
google-health-mcp
Claim
An MCP server that connects AI clients to the Google Health API, enabling natur…
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| 43656 |
mcp-carbon-intensity
Claim
Enables users to query the UK National Grid's carbon intensity data, providing …
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| 43657 |
MCP Server Template
Claim
A production-ready template for building Model Context Protocol (MCP) servers i…
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| 43658 |
systemd-mcp
Claim
Provides AI assistants with safe, read-only access to Linux systemd services, i…
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| 43659 |
wikimcp
Claim
Enables AI clients to incrementally build and maintain a git-backed personal wi…
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| 43660 |
windows-computer-use-mcp
Claim
An MCP server that gives AI agents human-like control over Windows via visual p…
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| 43661 |
Invoice Agent MCP Server
Claim
Create German invoices (§14 UStG) via Claude or any MCP-compatible AI by descri…
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| 43662 |
Telegram Bot MCP Server
Claim
Enables AI assistants to interact with the Telegram Bot API, supporting messagi…
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| 43663 |
falllegalpaper-mcp
Claim
MCP server exposing foldkit's 7-prime spine, 7 kappa-bands, and 6 fold operatio…
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| 43664 |
PterodactylMCP
Claim
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
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| 43665 |
Kilkaya MCP Server
Claim
MCP server for the Kilkaya analytics API, enabling querying analytics data, lis…
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| 43666 |
mcp-truth-check
Claim
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
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| 43667 |
datagsm-mcp
Claim
Enables Claude to query DataGSM's student, club, meal, and schedule data, as we…
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| 43668 |
valyu-mcp
Claim
Enables AI models to retrieve high-quality context from Valyu's API, including …
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| 43669 |
Enables AI agents to control Windows GUI applications like a human using screen…
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| 43670 |
MCP Server
Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
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| 43671 |
outlook-evidence-mcp
Claim
Enables read-only search and export of Outlook emails and attachments with a ch…
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| 43672 |
ai-governance-controls
Claim
Provides AI governance controls as MCP tools for safety screening, risk classif…
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| 43673 |
Open Mind
Claim
MCP server that builds a deterministic, source-traceable knowledge index of any…
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| 43674 |
AI Project OS MCP
Claim
Enforces engineering governance for AI-driven software projects, ensuring state…
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| 43675 |
fallinsurancepaper-mcp
Claim
MCP server for Foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
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| 43676 |
ppt-generator
Claim
An MCP server that auto-generates presentations from a topic using AI, supporti…
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| 43677 |
threadwork
Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
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| 43678 |
LiveJournal MCP Server
Claim
Enables reading, searching, and posting to LiveJournal journals via the legacy …
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| 43679 |
MCP server that integrates with AnyList for managing shopping lists, recipes, a…
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| 43680 |
slite-mcp
Claim
Integrates with Slite's API to search, retrieve, create, and edit notes via the…
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| 43681 |
github-portfolio
Claim
Enables fetching public repositories for a given GitHub username, returning cur…
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| 43682 |
GRESB MCP Server
Claim
Enables interaction with GRESB's Real Estate ESG Benchmarking API, allowing use…
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| 43683 |
idea-reality-mcp
Claim
Pre-build reality check for AI coding agents — searches 5 real databases (GitHu…
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| 43684 |
mindmapio-mcp
Claim
Enables AI agents to build and interact with mind maps on mindmap.io. Agents ca…
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| 43685 |
Enables Google web search via MCP, compatible with gemini-cli's google_web_sear…
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| 43686 |
MainWP MCP Server
Claim
Enables AI assistants to manage WordPress networks through a MainWP Dashboard, …
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| 43687 |
llmwiki-serve
Claim
Serves local Markdown wikis as a read-only knowledge source with MCP tools for …
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| 43688 |
viam-community-mcp
Claim
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
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| 43689 |
HRMS MCP Server
Claim
An MCP server for HR management that enables adding employees, managing tickets…
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| 43690 |
aeo-cli
Claim
Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD sche…
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| 43691 |
VisionPower
Claim
A portable image-understanding MCP server that lets agents analyze local images…
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| 43692 |
TG Analytics MCP
Claim
Enables LLM agents to analyze Telegram channels for ad purchasing, providing in…
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| 43693 |
MCP Café
Claim
Simulates technical discussions with various agent profiles to help solve engin…
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| 43694 |
mcp-merriam-webster
Claim
Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natu…
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| 43695 |
@raygister/mcp
Claim
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
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| 43696 |
asdfagwg
Claim
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| 43697 |
Loop MCP DualRail
Claim
Enables AI agents to pay for MCP tool calls using either Bitcoin/Lightning (L40…
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| 43698 |
MongoDB MCP Server
Claim
A read-only MCP server for querying MongoDB databases, enabling listing databas…
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| 43699 |
mcp-anvil-lite
Claim
A minimal starting point for a Model Context Protocol server with stdio transpo…
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| 43700 |
agent_mcp_thoughtflow
Claim
Unifies structured reasoning (Tree of Thoughts) with reliable task execution, e…
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