MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44451 |
fallinsurancepaper-mcp
Claim
MCP server for Foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
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| 44452 |
ppt-generator
Claim
An MCP server that auto-generates presentations from a topic using AI, supporti…
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| 44453 |
threadwork
Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
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| 44454 |
LiveJournal MCP Server
Claim
Enables reading, searching, and posting to LiveJournal journals via the legacy …
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| 44455 |
MCP server that integrates with AnyList for managing shopping lists, recipes, a…
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| 44456 |
slite-mcp
Claim
Integrates with Slite's API to search, retrieve, create, and edit notes via the…
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| 44457 |
github-portfolio
Claim
Enables fetching public repositories for a given GitHub username, returning cur…
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| 44458 |
GRESB MCP Server
Claim
Enables interaction with GRESB's Real Estate ESG Benchmarking API, allowing use…
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| 44459 |
idea-reality-mcp
Claim
Pre-build reality check for AI coding agents — searches 5 real databases (GitHu…
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| 44460 |
mindmapio-mcp
Claim
Enables AI agents to build and interact with mind maps on mindmap.io. Agents ca…
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| 44461 |
Enables Google web search via MCP, compatible with gemini-cli's google_web_sear…
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| 44462 |
MainWP MCP Server
Claim
Enables AI assistants to manage WordPress networks through a MainWP Dashboard, …
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| 44463 |
llmwiki-serve
Claim
Serves local Markdown wikis as a read-only knowledge source with MCP tools for …
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| 44464 |
viam-community-mcp
Claim
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
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| 44465 |
HRMS MCP Server
Claim
An MCP server for HR management that enables adding employees, managing tickets…
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| 44466 |
aeo-cli
Claim
Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD sche…
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| 44467 |
TG Analytics MCP
Claim
Enables LLM agents to analyze Telegram channels for ad purchasing, providing in…
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| 44468 |
MCP Café
Claim
Simulates technical discussions with various agent profiles to help solve engin…
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| 44469 |
mcp-merriam-webster
Claim
Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natu…
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| 44470 |
@raygister/mcp
Claim
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
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| 44471 |
asdfagwg
Claim
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| 44472 |
Loop MCP DualRail
Claim
Enables AI agents to pay for MCP tool calls using either Bitcoin/Lightning (L40…
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| 44473 |
MongoDB MCP Server
Claim
A read-only MCP server for querying MongoDB databases, enabling listing databas…
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| 44474 |
mcp-anvil-lite
Claim
A minimal starting point for a Model Context Protocol server with stdio transpo…
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| 44475 |
agent_mcp_thoughtflow
Claim
Unifies structured reasoning (Tree of Thoughts) with reliable task execution, e…
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| 44476 |
BigBrain MCP Server
Claim
Enables AI agents to overcome context loops by extracting and packaging code fo…
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| 44477 |
A REST API server implementation for message handling with Oracle Database inte…
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| 44478 |
Enables interacting with a Redmine instance via REST API, allowing issues, proj…
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| 44479 |
decodo-coppi
Claim
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| 44480 |
PDF Utilities MCP
Claim
Enables AI assistants to read, create, merge, split, and edit PDF files through…
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| 44481 |
NapCat MCP Server
Claim
Enables interaction with NapCat QQ bot APIs for group management, messaging, an…
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| 44482 |
A multimodal local memory MCP server that lets AI agents search across text, PD…
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| 44483 |
mcp-sandbox
Claim
A sandbox MCP server for testing and debugging MCP tools and interactions via t…
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| 44484 |
ironxyz
Claim
Official MCP (Model Context Protocol) server for Iron.xyz API, designed to work…
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| 44485 |
MCP server for step-by-step mathematical reasoning and planning, enabling AI ag…
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| 44486 |
Mermaid Studio
Claim
Enables AI to create, edit, and manage Mermaid diagrams via MCP, with real-time…
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| 44487 |
D-Bus MCP Server
Claim
Bridges AI assistants to Linux D-Bus for system interaction, enabling clipboard…
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| 44488 |
Fetchium
Claim
Fetchium — token-efficient web retrieval for AI agents
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| 44489 |
terminal-agent
Claim
Local daemon that bridges AI assistants to the local filesystem with read-only …
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| 44490 |
rsi-search-pro-mcp
Claim
A meta-MCP server that aggregates authoritative web search and browser research…
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| 44491 |
NYC Property & Venue API
Claim
NYC property intelligence, building violations, and restaurant/venue compliance…
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| 44492 |
A server that enables searching for events, venues, and attractions through the…
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| 44493 |
stm32-mcp
Claim
Enables Claude Code to build, flash, and communicate with STM32 hardware over S…
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| 44494 |
TianGong AI MCP
Claim
TianGong AI Model Context Protocol (MCP) Server supports Streamable Http protoc…
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| 44495 |
abrasio-mcp
Claim
MCP server that exposes Abrasio as an agentic browser for AI models, allowing C…
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| 44496 |
zulip-mcp
Claim
MCP server that exposes Zulip REST API tools via SSE, enabling message retrieva…
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| 44497 |
su2-mcp
Claim
Enables interaction with SU2 CFD solver for session lifecycle management, confi…
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| 44498 |
EVM Proxy MCP
Claim
MCP server providing AI assistants with tools for advanced EVM smart contract a…
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| 44499 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the MCP protocol, supporting sending, re…
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| 44500 |
Containarium-Cloud
Claim
Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…
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