MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57901 |
Minimal demo of Entra ID authentication with MCP and HTTP+SSE transport, using …
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| 57902 |
fallmirror-mcp
Claim
MCP server for foldkit that exposes 7-prime spine, κ-bands, and fold operations…
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| 57903 |
ask-user
Claim
An MCP App that enables AI agents to ask users multiple questions with tab-base…
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| 57904 |
Search MCP Server
Claim
Enables AI agents to perform unified web searches, GitHub, and GitLab searches …
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| 57905 |
Exposes four CMS public datasets as callable tools in Claude conversations, ena…
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| 57906 |
mcp-guardian
Claim
Privacy firewall for AI agents that scans files, commits, and push URLs to prev…
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| 57907 |
SQL Server MCP
Claim
Provides secure, read-only access to Microsoft SQL Server with multi-layer prot…
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| 57908 |
docusaurus-plugin-mcp
Claim
Exposes Docusaurus documentation and OpenAPI specs as an MCP server, enabling A…
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| 57909 |
Knossos
Claim
Enables remote filesystem and CLI access to a Windows machine over LAN through …
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| 57910 |
ringba-api-mcp
Claim
Enables AI assistants to query Ringba call analytics, including running EHG ins…
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| 57911 |
harmony-mcp
Claim
An MCP server that enables AI assistants to interact with WeChat Mini Programs,…
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| 57912 |
ship-it-mcp
Claim
Enables to interact with GitHub repositories directly from Claude, supporting a…
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| 57913 |
Red Hat API MCP Server
Claim
Integrates with Red Hat APIs to enable searching Knowledge Centered Support (KC…
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| 57914 |
vaibhav-mcp
Claim
Sends Vaibhav Patil's resume via email using SMTP.
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| 57915 |
reactome-db-mcp
Claim
Provides direct SQL access to a locally hosted Reactome database, enabling sche…
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| 57916 |
newsroom-mcp
Claim
Type-safe MCP server for investigative journalism that enforces evidentiary sta…
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| 57917 |
borsdata-mcp-server
Claim
MCP server that exposes the Borsdata financial data API as tools and resources …
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| 57918 |
A Model Context Protocol server for JavaScript/TypeScript development, providin…
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| 57919 |
drive-update-mcp
Claim
Enables updating existing Google Drive files in place via Claude, preserving fi…
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| 57920 |
Universal Dev MCP
Claim
Connects Claude AI to any development project (Django, Next.js, Laravel, etc.) …
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| 57921 |
foldkit MCP Server
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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| 57922 |
MCP server providing persistent memory for AI legal assistants — remember facts…
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| 57923 |
A community-maintained fix for the MCP Feedback Enhanced server, resolving imag…
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| 57924 |
cvm-mcp
Claim
MCP server that fetches Brazilian financial data from the CVM open data portal …
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| 57925 |
personal-kg-mcp
Claim
Auto-captures decision context from multi-agent workflows to preserve the 'why'…
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| 57926 |
golemio-mcp
Claim
Enables AI assistants to query Prague's public transit departures, air quality,…
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| 57927 |
Perseus for Slack
Claim
Brings live project context into Slack via MCP, enabling developer teams to che…
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| 57928 |
knowledge-mcp
Claim
Serves locally stored knowledge bases (e.g., Trading-Knowledge, Bug-Bounty-Know…
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| 57929 |
Integrates with Google Search Console to enable querying search analytics, comp…
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| 57930 |
bedc-mcp
Claim
MCP server for Dual Canvas Execution (DCE) - use with Polsia, Cursor, Claude, a…
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| 57931 |
bitvavo-mcp
Claim
Exposes a Bitvavo crypto exchange account as read-only tools for Claude, allowi…
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| 57932 |
xueqiu-mcp
Claim
Enables querying real-time stock data for A-shares, Hong Kong, and US markets, …
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| 57933 |
sql-sop-mcp
Claim
MCP server that integrates sql-sop SQL linter into LLM clients, enabling lintin…
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| 57934 |
Secure MCP Server
Claim
Production-ready MCP server with web search, persistent memory, multi-user supp…
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| 57935 |
quake-mcp
Claim
MCP server wrapping the USGS Earthquake Hazards API, enabling AI assistants to …
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| 57936 |
posbuzz-mcp
Claim
A local MCP server that exposes the PosBuzz cosmetic analysis SaaS API as MCP t…
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| 57937 |
Unilytics MCP Server
Claim
Marketing analytics MCP server with 21 tools for SEO, keyword research, backlin…
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| 57938 |
pwndbg-mcp
Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
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| 57939 |
kanban-mcp
Claim
MCP server for task/ticket management with dependency tracking, supporting CRUD…
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| 57940 |
Enables running MCP tools remotely on Cloudflare Workers with OAuth authenticat…
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| 57941 |
tmdb-mcp-server
Claim
Search, detail, and discovery for movies, TV, and people on The Movie Database …
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| 57942 |
mcp-server-jsxgraph
Claim
Enables creating interactive mathematical visualizations like function graphs, …
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| 57943 |
geo-audit
Claim
Evaluates any website's AI visibility with 15 checks across crawlability, struc…
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| 57944 |
whoop-mcp
Claim
Enables Claude to access WHOOP data such as recovery, sleep, strain, and workou…
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| 57945 |
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 57946 |
postgres-mcp
Claim
MCP server for PostgreSQL that enables Cursor and other MCP clients to execute …
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| 57947 |
mlops-mcp-server
Claim
Enables AI assistants to perform MLOps workflows such as experiment tracking, m…
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| 57948 |
Deriva MCP Server
Claim
Enables AI assistants to manage Deriva catalogs and execute ML workflows, inclu…
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| 57949 |
Enables AI clients to directly read and write Excel files, including reading st…
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| 57950 |
llm-wiki-kiss
Claim
A KISS self-hosted wiki server for AI agents, providing MCP tools to list, read…
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