MCP Server Quality Scores
Independent quality analysis of 43552 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36351 |
Relay
Claim
Adds a human-in-the-loop checkpoint to MCP-capable AI coding agents, enabling t…
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| 36352 |
MCP Database Server
Claim
A secure multi-database MCP server supporting MySQL, PostgreSQL, and SQLite wit…
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| 36353 |
Moorcheh MCP Server
Claim
Enables interaction with Moorcheh AI services including namespace management, d…
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| 36354 |
MCP Architect
Claim
Provides comprehensive architectural expertise through specialized agents, reso…
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| 36355 |
vyos-mcp
Claim
MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assista…
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| 36356 |
Active MCP
Claim
A Ruby on Rails engine for the Model Context Protocol (MCP) that enables connec…
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| 36357 |
Yougile MCP Server
Claim
Enables AI agents and developer tools to interact programmatically with Yougile…
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| 36358 |
Provides LLMs with direct access to official vendor PDF documentation for elect…
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| 36359 |
TheAlmanac
Claim
Enables programmers to search, download, and access up-to-date API and software…
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| 36360 |
synthlab-mcp
Claim
Enables AI-powered music composition and synthesis by generating Pure Data patc…
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| 36361 |
ani-mcp
Claim
A smart MCP server for AniList that gets your anime/manga taste - not just API …
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| 36362 |
mcp-agent-proxy
Claim
An MCP server that acts as a proxy to connect MCP clients to agent frameworks l…
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| 36363 |
mcp-gerajobs
Claim
Local job marketplace: search jobs, apply, post listings. 50+ countries.
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| 36364 |
struct-mcp
Claim
Transform data structure definitions into queryable MCP servers, enabling natur…
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| 36365 |
fred-mcp-server
Claim
An MCP server that provides access to the full FRED API (Federal Reserve Econom…
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| 36366 |
RequestBin MCP Server
Claim
Enables AI coding agents to create webhook bins, inspect and replay HTTP reques…
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| 36367 |
habitify-mcp-server
Claim
Enables AI assistants to manage Habitify habits, journals, moods, and notes thr…
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| 36368 |
hatchet-mcp
Claim
An MCP server for Hatchet, the durable orchestration engine, enabling LLMs to i…
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| 36369 |
sample-mcp-server
Claim
Provides current weather information for Japanese cities using the Open-Meteo A…
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| 36370 |
CockroachDB MCP Server
Claim
A natural language interface for LLMs to manage, monitor, and query CockroachDB…
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| 36371 |
Kanban Zone MCP Server
Claim
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
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| 36372 |
libralm_mcp_server
Claim
Browse available books and quickly access summaries, details, and tables of con…
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| 36373 |
Owned-target web security assessment MCP server for authenticated, high-frictio…
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| 36374 |
MCP Vector Memory
Claim
Provides AI coding agents with persistent, long-term memory through local seman…
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| 36375 |
recap-mcp
Claim
Open-source MCP server giving Claude persistent project memory via plain markdo…
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| 36376 |
personal-mail-mcp
Claim
A local MCP server that connects Codex to Microsoft Graph and Gmail for reading…
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| 36377 |
mcp-vanguard
Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
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| 36378 |
Redmine MCP Server
Claim
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
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| 36379 |
gemini-grounding
Claim
An MCP server that provides real-time information access using Google Gemini's …
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| 36380 |
An MCP server that enables AI assistants to control Blender through 108 special…
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| 36381 |
autousers
Claim
Evaluate UX with AI personas and human raters directly from MCP-aware clients l…
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| 36382 |
FO Semantic MCP Server
Claim
Enables AI assistants to search and analyze Microsoft Dynamics 365 Finance & Op…
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| 36383 |
docx-mcp-server
Claim
Enables AI agents to read, edit, and create Microsoft Word documents (.docx) wi…
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| 36384 |
Atlassian Attachments
Claim
MCP server for downloading Jira and Confluence Cloud attachments by attachment …
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| 36385 |
ultra-confluence-mcp
Claim
A Model Context Protocol server for Confluence Cloud that aggressively trims AP…
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| 36386 |
Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…
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| 36387 |
prometheus-mcp-server
Claim
Provides tools to search, query, and visualize Prometheus metrics, returning re…
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| 36388 |
Enables web search and content fetching via DuckDuckGo without requiring an API…
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| 36389 |
MindBacklog
Claim
Connect Claude directly to your MindBacklog workspace to read PRDs, user storie…
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| 36390 |
az-devops-cli-mcp
Claim
Azure DevOps MCP tools for Claude Code and Codex CLI, enabling interaction with…
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| 36391 |
mcp-server-chart-offline
Claim
A fully offline MCP server for generating 15 types of SVG charts, including lin…
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| 36392 |
An MCP server for automating Microsoft Dynamics CRM and Power Platform through …
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| 36393 |
mcp-gmail
Claim
Enables Gmail access through MCP, allowing LLMs to read, compose, and send emai…
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| 36394 |
GIMP MCP
Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
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| 36395 |
zte-f680-mcp
Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
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| 36396 |
gridually-mcp
Claim
Compare flashcard apps, spatial memory science, and aphantasia learning guides.
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| 36397 |
figma-mcp
Claim
Enables AI agents to read, inspect, and export Figma designs programmatically. …
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| 36398 |
ContextLayer
Claim
Intelligent context infrastructure for AI teams: knowledge graph, sessions, tas…
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| 36399 |
reddit_mcp
Claim
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| 36400 |
ItchWHMMCP
Claim
A local MCP server for managing WHM and cPanel servers through AI clients, supp…
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