MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 2 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37051 |
limpet
Claim
Persistent engineering memory for AI coding agents. Survives refactors, knows w…
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| 37052 |
governance-mcp-server
Claim
MCP server for querying the DodaOne governance framework, enabling users to ret…
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| 37053 |
ctxtest
Claim
Stop wasting tokens! CtxNest is a local-first context manager that bridges your…
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| 37054 |
filoo-mcp
Claim
Create short links, fetch click analytics, and generate QR codes via the filoo.…
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| 37055 |
suno-mcp
Claim
A RunAPI MCP server for the Suno music generation models, enabling task creatio…
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| 37056 |
Build Power BI reports with natural language through an MCP server that connect…
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| 37057 |
OpenAIRE MCP Server
Claim
Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …
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| 37058 |
PWA Debug Layer
Claim
Debug PWAs in your real browser via MCP: service-worker, cache, installability …
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| 37059 |
Boomi MCP Server
Claim
Secure MCP server for Boomi Platform API integration with Claude Code. Enables …
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| 37060 |
Enables AI agents to rate each other, track interaction outcomes, and compute t…
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| 37061 |
Dawarich MCP
Claim
Enables interaction with Dawarich location history through tools for maps, stat…
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| 37062 |
jobs-tools-knowledgebase
Claim
A MongoDB Atlas-based Notion-style knowledge base management MCP server that su…
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| 37063 |
A Model Context Protocol (MCP) server that provides seamless access to Moodle d…
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| 37064 |
booking_chest
Claim
MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…
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| 37065 |
Boardstate MCP Server
Claim
Enables AI agents to compose and edit dashboards through MCP tools, allowing th…
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| 37066 |
An MCP server with six tools including web search, URL fetching, math calculati…
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| 37067 |
pg-mcp
Claim
Enables read-only PostgreSQL database access with query, table listing, and sch…
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| 37068 |
Red Hat API MCP Server
Claim
Integrates with Red Hat APIs to enable searching Knowledge Centered Support (KC…
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| 37069 |
loinc-mcp
Claim
Enables searching LOINC codes and retrieving detailed information including pan…
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| 37070 |
PurelyMail MCP Server
Claim
Provides AI assistants with access to PurelyMail's email management API, enabli…
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| 37071 |
Decay Memory
Claim
An MCP server that gives AI agents persistent, forgetting memory with layered d…
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| 37072 |
AgentLens
Claim
Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agent…
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| 37073 |
MCP server with ISO week and calendar tools for date conversion, week math, and…
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| 37074 |
sex
Claim
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| 37075 |
weflow-mcp
Claim
Enables to access and manage WeChat data (sessions, contacts, Moments) through …
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| 37076 |
Enables fetching, searching, and summarizing YouTube video transcripts with mul…
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| 37077 |
Ansim Dolbom Assistant
Claim
Enables caregivers to log daily care activities and generate draft notification…
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| 37078 |
minecraft-developing-mcp
Claim
MCP server that helps AI agents inspect Minecraft project evidence (crash logs,…
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| 37079 |
Elgato MCP Server
Claim
Bridges AI assistants with Elgato apps via IPC, enabling dynamic tool discovery…
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| 37080 |
ultramem-mcp
Claim
Give any MCP client durable, cross-session memory by exposing an UltraMem deplo…
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| 37081 |
thincms-mcp
Claim
MCP server for ThinCMS that gives AI agents typed tool access to manage content…
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| 37082 |
Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs throu…
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| 37083 |
mcp-bridge
Claim
Enables LLMs to use llama.cpp models via MCP protocol by bridging MCP requests …
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| 37084 |
Font MCP
Claim
An expert design advisor MCP server that researches live discussions, scans pro…
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| 37085 |
ClockifyMCP
Claim
Enables personal Clockify time tracking through ChatGPT and other MCP clients, …
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| 37086 |
ansible-galaxy-mcp
Claim
An MCP server that lets AI agents discover Ansible Galaxy collection input/outp…
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| 37087 |
ClickUp MCP Server
Claim
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
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| 37088 |
personal-timesheet-mcp
Claim
MCP server providing CRUD operations for timesheet management via REST API endp…
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| 37089 |
plunk-mcp
Claim
A Model Context Protocol server for Plunk, the open-source self-hosted email pl…
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| 37090 |
Kaggle MCP Server
Claim
Enables AI assistants to interact with Kaggle competitions, including listing c…
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| 37091 |
RentHuman
Claim
Hire real humans in Russia for physical-world tasks — storefront photos, addres…
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| 37092 |
mcp-fssp
Claim
MCP server for checking Russian FSSP (Federal Bailiff Service) debts, enabling …
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| 37093 |
agent-orchestrator
Claim
Enables multi-model leader-worker agent orchestration, workflow execution, and …
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| 37094 |
ai-books-mcp-server
Claim
Extends large language model context length up to 60 times using gravitational …
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| 37095 |
Centrapay MCP Server
Claim
Enables interaction with the Centrapay payments API for testing NZ payment flow…
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| 37096 |
Pixel Forge MCP
Claim
Enables creating and editing pixel art through an MCP interface, with a live br…
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| 37097 |
Solplanet MCP
Claim
MCP server for Solplanet ASW5-T inverter, enabling natural language queries abo…
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| 37098 |
things3-mcp-gtd
Claim
An MCP server for Things 3 on macOS that enables AI assistants to manage tasks …
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| 37099 |
mcp-test2
Claim
Compute products instantly and accurately. Reduce manual calculations and error…
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| 37100 |
CustomGPT MCP Server
Claim
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
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