MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53551 |
tempera
Claim
Persistent episodic memory for AI coding: capture, retrieve, brief, dream cycle…
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| 53552 |
Echoes MCP Server
Claim
Enables AI integration with the Echoes storytelling platform, providing narrati…
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| 53553 |
qTest MCP Server
Claim
This is an unofficial, community-built MCP server for qTest Manager. Not affili…
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| 53554 |
agent
Claim
Taisly Agent Kit MCP server for AI agent social media video publishing. Discove…
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| 53555 |
Epistemic foraging for AI agents: source discovery, verified evidence, uncertai…
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| 53556 |
ELM MCP
Claim
Enables AI assistants to interact with IBM Engineering Lifecycle Management (EL…
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| 53557 |
recipe-finder-ai-mcp
Claim
recipe-finder-ai-mcp MCP server by MEOK AI Labs
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| 53558 |
sugestim
Claim
Enables recognition and defense against covert influence patterns (Milton Model…
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| 53559 |
mcp-terminal-server
Claim
Enables running interactive terminals inside Claude Code and Claude Desktop, su…
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| 53560 |
Hivemind
Claim
Persistent, append-only event log for AI agent coordination, enabling agents to…
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| 53561 |
Notion Weaver
Claim
Enables AI workflows to integrate with Notion workspaces, supporting page and d…
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| 53562 |
qrouter
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Quantum natural-language retrieval MCP server that ranks text passages by seman…
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| 53563 |
jan-mcp
Claim
Converts raw GitHub notes into polished Polish release notes, PR descriptions, …
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| 53564 |
wpwriter
Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
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| 53565 |
Exposes Gmail (send/draft) and Google Docs (append) capabilities as tools for a…
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| 53566 |
contentforge
Claim
Content pipeline MCP server — image sourcing, SEO, affiliate links, and CMS pub…
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| 53567 |
imprint-mcp-server
Claim
Enables querying local meeting notes, calendar events, email metadata, and dail…
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| 53568 |
chuk-mcp-lazarus
Claim
Mechanistic interpretability MCP server wrapping chuk-lazarus, enabling model l…
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| 53569 |
kakunin-mcp
Claim
Enables AI agents to self-verify their authorized scope, check risk scores, and…
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| 53570 |
Figma MCP Write Bridge
Claim
A Model Context Protocol server that enables AI agents to programmatically crea…
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| 53571 |
imagegen-mcp
Claim
AI image generation from text prompts via x402 micropayments on Base. $0.10 USD…
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| 53572 |
bach-yelp_business_api
Claim
Enables accessing Yelp Business API to search businesses, get reviews, menus, a…
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| 53573 |
mcp-server-panchangam
Claim
Telugu Panchangam for AI assistants: daily panchangam, muhurta windows, tarabal…
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| 53574 |
Vybog MCP Server
Claim
MCP server for the Fund Tracking System, enabling agents to manage lending busi…
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| 53575 |
Azure DevOps MCP Server
Claim
Enables AI assistants to interact with Azure DevOps Server 2022 through natural…
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| 53576 |
mcp-atlassian-swseo
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| 53577 |
Azure DevOps MCP Server
Claim
A reference server implementation for the Model Context Protocol that enables A…
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| 53578 |
Dog API MCP Server
Claim
Enables interaction with the Dog API through natural language, supporting opera…
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| 53579 |
Maybe Finance MCP Server
Claim
Enables natural language financial management for self-hosted Maybe Finance ins…
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| 53580 |
skill-depot
Claim
Enables AI agents to semantically search and retrieve relevant skills from a lo…
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| 53581 |
Enables AI assistants to interact with the Solana blockchain, manage accounts a…
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| 53582 |
google
Claim
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| 53583 |
bizmachine-mcp
Claim
Access Czech and Slovak company data (financials, contacts, risks, ownership) v…
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| 53584 |
websets-mcp-server
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| 53585 |
messages-bridge
Claim
MCP connector for iMessage & Contacts via a local Mac agent + Vercel relay
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| 53586 |
A boilerplate for building and deploying MCP servers on Vercel, featuring examp…
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| 53587 |
persistent-kb-mcp
Claim
A local-first MCP server providing persistent, searchable knowledge base via SQ…
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| 53588 |
project-manager
Claim
Connects Claude to a local project management API, enabling task, project, and …
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| 53589 |
google-slides-mcp
Claim
Converts linear Markdown documents into styled Google Slides presentations with…
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| 53590 |
MKMChat
Claim
AI assistant and MCP server for Mortal Kombat Mobile that provides intelligent …
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| 53591 |
mcp-streamable-http2
Claim
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| 53592 |
Pipecat MCP Server
Claim
Enables AI assistants to have voice conversations and screen sharing capabiliti…
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| 53593 |
MCP Code Review Server
Claim
A code review tool that generates detailed HTML review documents by comparing b…
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| 53594 |
mcp-llm-behave
Claim
Exposes llm-behave's behavioral regression testing as MCP tools, allowing offli…
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| 53595 |
cc-switch-websearch
Claim
Provides a web_search MCP tool for cc-switch, backed by a self-hosted SearXNG i…
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| 53596 |
Claude Code MCP Bridge
Claim
Exposes Claude Code's file editing, command execution, and test running capabil…
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| 53597 |
Foghorn
Claim
Architectural decision tracker with staleness detection — records decisions and…
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| 53598 |
@agentkarma/mcp
Claim
Exposes AgentKarma's read-only trust and reputation tools (karma, agents, succe…
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| 53599 |
MCP Data Cook County
Claim
Enables AI agents to search, query, and retrieve metadata from the Cook County …
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| 53600 |
digitaltwintopd-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
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