MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65901 |
YouTube Knowledge MCP
Claim
A Model Context Protocol (MCP) server that gives AI assistants the ability to s…
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| 65902 |
Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…
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| 65903 |
marrow
Claim
Enables coding agents to access structured product context (decisions, goals, e…
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| 65904 |
Generate Tech Stack
Claim
Visual tech-stack inventory of any codebase: languages, frameworks, databases, …
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| 65905 |
web-search
Claim
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| 65906 |
notes-rag-mcp
Claim
A Python MCP server for note management with RAG capabilities, enabling adding,…
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| 65907 |
Google Workspace MCP server for Gmail, Drive, Calendar, Docs, Sheets, Slides, F…
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| 65908 |
yinxiang-mcp
Claim
MCP server for Yinxiang (Evernote China) that enables notebook listing, note se…
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| 65909 |
vanam-erp-mcp
Claim
MCP server for querying inventory items and stock levels via internal API, enab…
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| 65910 |
kanban-mcp
Claim
MCP server for task/ticket management with dependency tracking, supporting CRUD…
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| 65911 |
Jira Admin MCP Server
Claim
Enables an AI assistant to administer a Jira Cloud site with 78 purpose-built t…
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| 65912 |
godot-mcp
Claim
A TypeScript MCP server bridging MCP clients to Godot 4 editor, enabling scene,…
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| 65913 |
MaxCompute MCP Server
Claim
MCP server for MaxCompute, enabling table listing, schema inspection, partition…
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| 65914 |
MCP server that wraps the Wildfire IM Robot SDK to provide tools for messaging,…
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| 65915 |
CSL MCP Server
Claim
A local MCP server for querying Chinese scientific literature from the CSL data…
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| 65916 |
Linear Cache MCP
Claim
Cache-first MCP server for Linear that provides tools to search, read, create, …
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| 65917 |
Power Automate MCP
Claim
Enables AI assistants to edit Power Automate cloud flows live, including readin…
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| 65918 |
kirimi-mcp
Claim
MCP server for Kirimi WhatsApp API, enabling AI agents to send messages, broadc…
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| 65919 |
mcp-openidea-search
Claim
Enables federated search across 10 open-knowledge providers via Open Idea. User…
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| 65920 |
grocery-mcp
Claim
MCP server for grocery-related web automation using Playwright, enabling AI ass…
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| 65921 |
mowan-mcp-feedback
Claim
An interactive feedback MCP server with a web UI, enabling AI-driven developmen…
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| 65922 |
Famulor
Claim
AI voice agents: assistants, calls, campaigns, leads, knowledge bases, WhatsApp…
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| 65923 |
github-security-mcp
Claim
An MCP server that enables AI agents to perform comprehensive GitHub security a…
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| 65924 |
tsbootstrap
Claim
Read-only time-series bootstrap server: diagnose a series and compute confidenc…
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| 65925 |
Bridge Town
Claim
Build financial models as code. Cloud execution, GSheets MCP, version control, …
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| 65926 |
arcgis-detroit
Claim
Enables searching and querying City of Detroit GIS open geospatial datasets (pa…
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| 65927 |
canvas-mcp
Claim
A teacher-facing MCP server that wraps the Canvas LMS REST API, enabling AI ass…
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| 65928 |
Alpic MCP Template
Claim
A TypeScript template for building MCP servers with Streamable HTTP transport, …
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| 65929 |
A FastMCP server for analyzing outstanding local git changes that haven't made …
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| 65930 |
n8n-mcp
Claim
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| 65931 |
kinbox-mcp
Claim
MCP server for integration with Kinbox API, enabling WhatsApp, Instagram, and m…
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| 65932 |
Arc MCP Server
Claim
Enables AI tools to access Arc Testnet blockchain data, including USDC balances…
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| 65933 |
Provides tools for generating, quality-controlling, and exporting relative perm…
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| 65934 |
Graft
Claim
Enables building agent-ready APIs that expose tools as both HTTP and MCP endpoi…
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| 65935 |
Enables AI agents to search and discover data across SQLite and CSV sources thr…
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| 65936 |
mcp-server-cf-access
Claim
Enables remote MCP connections with Cloudflare Access OAuth, providing tools li…
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| 65937 |
Instagram MCP Server
Claim
Enables managing multiple Instagram business accounts via a single token using …
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| 65938 |
UART MCP Server
Claim
Enables reading UART logs from Windows serial ports and sending text to the UAR…
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| 65939 |
Converse MCP Server
Claim
Enables Claude to chat with various AI models and obtain multi-model consensus …
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| 65940 |
toss-invest-mcp
Claim
Enables natural language interaction with Toss Securities Open API for stock qu…
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| 65941 |
buddy
Claim
Agent-first knowledge graph MCP server that provides 25 tools for managing a kn…
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| 65942 |
mcp-x-intelligence
Claim
Read-only X/Twitter research MCP server allowing AI assistants to search viral …
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| 65943 |
MEOK AI Labs - neural-health-monitor MCP server extracted from SOV3
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| 65944 |
MCP Documentation Server
Claim
Generates technical documentation and diagrams (C4, UML, flowcharts, Gantt, etc…
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| 65945 |
Fast Embedding MCP SSE
Claim
Provides fast static embedding, similarity, and search capabilities via MCP too…
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| 65946 |
mcp
Claim
Lusha MCP server for authorized business profile, usage, and buying-signal insi…
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| 65947 |
silverstripe-mcp
Claim
Validates AI-generated PHP code against Silverstripe 6 patterns, catching migra…
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| 65948 |
jsonplaceholder-mcp
Claim
An MCP server that provides tools to interact with the JSONPlaceholder fake RES…
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| 65949 |
sql-assistant-mcp
Claim
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
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| 65950 |
json-sanity
Claim
Deterministic JSON validation and repair for AI agents. Validates, repairs, sch…
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