MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56751 |
arcgis-washingtoncomn
Claim
Enables searching and querying Washington County, Minnesota open geospatial dat…
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| 56752 |
qodev-gitlab-mcp
Claim
A Model Context Protocol server for GitLab integration, enabling AI assistants …
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| 56753 |
@striderlabs/mcp-youtube
Claim
MCP server connector for YouTube — search videos, manage playlists, subscriptio…
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| 56754 |
Open Library MCP Server
Claim
Connects AI assistants to the Open Library API for searching books and authors,…
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| 56755 |
owui-bash-mcp
Claim
Enables Open WebUI to execute bash commands for coding tasks in a persistent pr…
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| 56756 |
RunCue
Claim
RunCue MCP enables coding agents to navigate, inspect, and verify iOS app UI us…
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| 56757 |
wpa-mcp
Claim
Control Linux WiFi from Claude and other MCP clients — scan, connect, debug, an…
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| 56758 |
todo-hud-mcp
Claim
MCP server for managing a todo list with gamified pomodoro features, exposing s…
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| 56759 |
codegraph
Claim
Indexes a codebase into a live symbol graph and serves it via MCP to AI coding …
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| 56760 |
mumuai
Claim
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| 56761 |
Resend MCP Server
Claim
Enables sending emails and managing email delivery through Resend's API, allowi…
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| 56762 |
Salesforce MCP Server
Claim
Enables lead management and permission set assignment in Salesforce through nat…
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| 56763 |
Mountaineers MCP Server
Claim
Enables AI assistants to search and browse mountaineers.org for activities, cou…
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| 56764 |
Mittwald MCP Server
Claim
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
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| 56765 |
MongoDB MCP Server
Claim
Enables AI agents to securely connect to MongoDB databases via MCP, with deploy…
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| 56766 |
MCP Site Manager
Claim
Enables AI agents to manage WordPress sites via ~74 capabilities including cont…
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| 56767 |
github-mcp-sketch
Claim
Proxies the GitHub MCP server, returns compact schema instead of raw JSON, and …
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| 56768 |
Claude-LMStudio-Bridge
Claim
A simple MCP server that enables Claude to communicate with locally running LLM…
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| 56769 |
Gasio MCP Server
Claim
가시오 툴즈의 14종 이미지/미디어 처리 기능을 로컬 오프라인에서 AI 에이전트가 사용할 수 있게 해주는 MCP 서버입니다. 배경 제거, 화질…
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| 56770 |
ideogram-mcp-server
Claim
Enables LLM applications to generate, edit, describe, upscale, remix, reframe, …
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| 56771 |
mcp-opentargets
Claim
Enables querying disease/target/drug knowledge graph from Open Targets, support…
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| 56772 |
hwpx-mcp-server
Claim
MCP server for AI-driven editing of HWPX (Korean word processor) documents, pro…
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| 56773 |
Food Travel MCP Server
Claim
An MCP server that integrates with Google Places API to enable AI clients to se…
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| 56774 |
Provider-agnostic email MCP server that connects any IMAP mailbox to AI assista…
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| 56775 |
Clearspar Part 135 MCP
Claim
An MCP server that turns Claude into a US Part 135 market analyst over live FAA…
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| 56776 |
xunjuzhou-mcp-server
Claim
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
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| 56777 |
Enforces pre-trade planning discipline by checking entry, stop, target, and ris…
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| 56778 |
api-hub
Claim
Memory Vault: 49 MCP tools with persistent agent memory (store/recall/search), …
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| 56779 |
BLUEPRINT.MCP
Claim
Provides architectural memory for AI coding agents, enabling reuse of existing …
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| 56780 |
Translation MCP Server
Claim
A server for managing translation key insertions into the clubee database with …
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| 56781 |
Spotlight MCP
Claim
Enables AI agents to lint API artifacts (OpenAPI, AsyncAPI, Arazzo) and manage …
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| 56782 |
bitbucket-python-mcp
Claim
An MCP server for BitBucket Cloud operations that enables AI agents to manage r…
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| 56783 |
gsc-mcp-connector
Claim
Self-hosted MCP server that exposes Google Search Console tools (list sites, qu…
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| 56784 |
Enables AI assistants to search leads, view profiles, manage lists, send InMail…
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| 56785 |
A production-ready agent system that automatically discovers and uses tools fro…
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| 56786 |
Fusion MCP
Claim
A local stdio MCP server providing read-only access to Oracle Fusion/ERP Cloud …
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| 56787 |
pluggy-mcp-server
Claim
Read-only MCP server for connecting to Pluggy Open Finance Brasil, exposing acc…
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| 56788 |
fugu-mcp
Claim
An MCP server that exposes Sakana Fugu as on-demand tools inside Claude Code fo…
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| 56789 |
operational-data-mcp
Claim
MCP server that unifies real-time telemetry from industrial systems into a sing…
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| 56790 |
TurboQuant Tools
Claim
MCP server for compressing AI embeddings by 5-7x using TurboQuant (PolarQuant +…
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| 56791 | — | |||||||||
| 56792 |
qnexus-mcp
Claim
MCP server for Quantinuum Nexus, wrapping the qnexus SDK. Not affiliated with Q…
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| 56793 |
ThryxProtocol MCP Server
Claim
ThryxProtocol v3.1 — gasless AI agent launchpad on Base. 21 tools wrap thryx.fu…
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| 56794 |
MCP Workflow CLI Bridge
Claim
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
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| 56795 |
SportteryAPI
Claim
Cloudflare Worker REST API + local MCP server for China Sports Lottery football…
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| 56796 |
UiPath MCP Server
Claim
Enables interaction with UiPath Orchestrator Cloud API to manage processes, rob…
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| 56797 |
Canvas Agent
Claim
MCP server that connects AI assistants to Instructure Canvas LMS, enabling teac…
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| 56798 |
cl-eli-mcp
Claim
MCP server for searching and fetching metadata of Chilean laws, decrees, and re…
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| 56799 |
MCP server that searches documents in Qdrant using embeddings from LMStudio. Ta…
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| 56800 |
hotwired-mcp
Claim
MCP server for Hotwired multi-agent workflow orchestration, enabling AI agents …
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