MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56801 |
rosentic
Claim
Deterministic cross-branch conflict detection for AI coding agents
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| 56802 |
A high-performance Model Context Protocol (MCP) server that provides seamless i…
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| 56803 |
agent
Claim
Taisly Agent Kit MCP server for AI agent social media video publishing. Discove…
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| 56804 |
wake-commerce
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| 56805 |
mcp-imap-server
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Enables LLMs to read, search, and manage emails via IMAP with secure, read-only…
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| 56806 |
MCP server for the LinkedIn Marketing API — campaigns, analytics, creatives.
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| 56807 |
tempera
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Persistent episodic memory for AI coding: capture, retrieve, brief, dream cycle…
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| 56808 |
Echoes MCP Server
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Enables AI integration with the Echoes storytelling platform, providing narrati…
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| 56809 |
qTest MCP Server
Claim
This is an unofficial, community-built MCP server for qTest Manager. Not affili…
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| 56810 |
orcid-mcp-server
Claim
Researcher profiles, works, affiliations, funding, and peer reviews from the OR…
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| 56811 |
ELM MCP
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Enables AI assistants to interact with IBM Engineering Lifecycle Management (EL…
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| 56812 |
recipe-finder-ai-mcp
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recipe-finder-ai-mcp MCP server by MEOK AI Labs
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| 56813 |
sugestim
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Enables recognition and defense against covert influence patterns (Milton Model…
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| 56814 |
Deterministic safety, correctness & cost gate that vets Postgres SQL before you…
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| 56815 |
Hivemind
Claim
Persistent, append-only event log for AI agent coordination, enabling agents to…
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| 56816 |
qrouter
Claim
Quantum natural-language retrieval MCP server that ranks text passages by seman…
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| 56817 |
jan-mcp
Claim
Converts raw GitHub notes into polished Polish release notes, PR descriptions, …
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| 56818 |
wpwriter
Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
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| 56819 |
Notion Weaver
Claim
Enables AI workflows to integrate with Notion workspaces, supporting page and d…
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| 56820 |
bach-yelp_business_api
Claim
Enables accessing Yelp Business API to search businesses, get reviews, menus, a…
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| 56821 |
imprint-mcp-server
Claim
Enables querying local meeting notes, calendar events, email metadata, and dail…
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| 56822 |
Norway payments for AI agents — cards / Klarna via Stripe. Never holds funds.
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| 56823 |
chuk-mcp-lazarus
Claim
Mechanistic interpretability MCP server wrapping chuk-lazarus, enabling model l…
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| 56824 |
kakunin-mcp
Claim
Enables AI agents to self-verify their authorized scope, check risk scores, and…
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| 56825 |
Figma MCP Write Bridge
Claim
A Model Context Protocol server that enables AI agents to programmatically crea…
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| 56826 |
imagegen-mcp
Claim
AI image generation from text prompts via x402 micropayments on Base. $0.10 USD…
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| 56827 |
Exposes Gmail (send/draft) and Google Docs (append) capabilities as tools for a…
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| 56828 |
mcp-server-panchangam
Claim
Telugu Panchangam for AI assistants: daily panchangam, muhurta windows, tarabal…
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| 56829 |
Maybe Finance MCP Server
Claim
Enables natural language financial management for self-hosted Maybe Finance ins…
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| 56830 |
Enables AI assistants to interact with the Solana blockchain, manage accounts a…
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| 56831 |
Azure DevOps MCP Server
Claim
Enables AI assistants to interact with Azure DevOps Server 2022 through natural…
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| 56832 |
google
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| 56833 |
Azure DevOps MCP Server
Claim
A reference server implementation for the Model Context Protocol that enables A…
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| 56834 |
Vybog MCP Server
Claim
MCP server for the Fund Tracking System, enabling agents to manage lending busi…
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| 56835 |
skill-depot
Claim
Enables AI agents to semantically search and retrieve relevant skills from a lo…
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| 56836 |
mcp-atlassian-swseo
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| 56837 |
Dog API MCP Server
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Enables interaction with the Dog API through natural language, supporting opera…
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| 56838 |
mcp-streamable-http2
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| 56839 |
messages-bridge
Claim
MCP connector for iMessage & Contacts via a local Mac agent + Vercel relay
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| 56840 |
bizmachine-mcp
Claim
Access Czech and Slovak company data (financials, contacts, risks, ownership) v…
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| 56841 |
MCP Code Review Server
Claim
A code review tool that generates detailed HTML review documents by comparing b…
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| 56842 |
websets-mcp-server
Claim
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| 56843 |
A boilerplate for building and deploying MCP servers on Vercel, featuring examp…
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| 56844 |
persistent-kb-mcp
Claim
A local-first MCP server providing persistent, searchable knowledge base via SQ…
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| 56845 |
project-manager
Claim
Connects Claude to a local project management API, enabling task, project, and …
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| 56846 |
google-slides-mcp
Claim
Converts linear Markdown documents into styled Google Slides presentations with…
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| 56847 |
MKMChat
Claim
AI assistant and MCP server for Mortal Kombat Mobile that provides intelligent …
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| 56848 |
Pipecat MCP Server
Claim
Enables AI assistants to have voice conversations and screen sharing capabiliti…
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| 56849 |
@agentkarma/mcp
Claim
Exposes AgentKarma's read-only trust and reputation tools (karma, agents, succe…
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| 56850 |
ds-pilot
Claim
MCP server that exposes your design system components and tokens to AI agents, …
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