MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54151 |
Catalyst Governance
Claim
Governance middleware for AI agents: permission gates, approvals, compliance sc…
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| 54152 |
habitify-mcp-server
Claim
Enables AI assistants to manage Habitify habits, journals, moods, and notes thr…
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| 54153 |
lacuna-mcp
Claim
Generate AI music via the Lacuna Music API from MCP clients like Claude Desktop…
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| 54154 |
Monarch Money MCP Server
Claim
Read-only MCP and HTTP proxy server for accessing Monarch Money financial data,…
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| 54155 |
Enables access to South Korea's Ministry of Gender Equality and Family youth ac…
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| 54156 |
A Model Context Protocol (MCP) server that provides AI assistants with secure a…
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| 54157 |
owui-bash-mcp
Claim
Enables Open WebUI to execute bash commands for coding tasks in a persistent pr…
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| 54158 |
RunCue
Claim
RunCue MCP enables coding agents to navigate, inspect, and verify iOS app UI us…
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| 54159 |
wpa-mcp
Claim
Control Linux WiFi from Claude and other MCP clients — scan, connect, debug, an…
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| 54160 |
todo-hud-mcp
Claim
MCP server for managing a todo list with gamified pomodoro features, exposing s…
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| 54161 |
mumuai
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| 54162 |
Resend MCP Server
Claim
Enables sending emails and managing email delivery through Resend's API, allowi…
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| 54163 |
codegraph
Claim
Indexes a codebase into a live symbol graph and serves it via MCP to AI coding …
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| 54164 |
code-rag
Claim
A semantic code search MCP server that enables natural language queries against…
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| 54165 |
ScarletPlan
Claim
Local-first Rutgers course planning assistant that answers 'what should I take …
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| 54166 |
Salesforce MCP Server
Claim
Enables lead management and permission set assignment in Salesforce through nat…
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| 54167 |
Uni-CLI
Claim
Operations substrate for AI agents that use real software: 311 sites/tools, log…
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| 54168 |
MCProbe
Claim
A stdio MCP server that audits other MCP servers over the live protocol. It con…
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| 54169 |
Mountaineers MCP Server
Claim
Enables AI assistants to search and browse mountaineers.org for activities, cou…
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| 54170 |
cooper
Claim
Cooper: catálogo, cobertura, razas y turnos del marketplace argentino de cuidad…
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| 54171 |
Webflow MCP Server
Claim
Enables AI agents to interact with Webflow APIs for managing sites, pages, comp…
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| 54172 |
MCP Hive
Claim
MCP Clients Pay for Access to Commercial MCP Servers.
AI applications pay per r…
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| 54173 |
Mittwald MCP Server
Claim
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
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| 54174 |
semantic-kinematics-mcp
Claim
Embedding space analysis toolkit that measures semantic drift, traces trajector…
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| 54175 |
MongoDB MCP Server
Claim
Enables AI agents to securely connect to MongoDB databases via MCP, with deploy…
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| 54176 |
Facebook MCP Server
Claim
Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
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| 54177 |
soil-wise
Claim
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| 54178 |
MCP Site Manager
Claim
Enables AI agents to manage WordPress sites via ~74 capabilities including cont…
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| 54179 |
github-mcp-sketch
Claim
Proxies the GitHub MCP server, returns compact schema instead of raw JSON, and …
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| 54180 |
Claude-LMStudio-Bridge
Claim
A simple MCP server that enables Claude to communicate with locally running LLM…
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| 54181 |
halans-mcp-server
Claim
Enables querying halans.com content via search, section retrieval, full content…
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| 54182 |
Quote MCP Server
Claim
Provides access to inspirational quotes through a free API, enabling users to r…
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| 54183 |
employees
Claim
A sample employee database exposed as an MCP server, enabling AI agents to sear…
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| 54184 |
Cloud Architect
Claim
Provides cloud architecture analysis, recommendations, and artifacts (diagrams,…
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| 54185 |
unifi-mcp-server
Claim
UniFi semantic-analysis MCP — 54 tools on Site Manager API and Cloud Connector.…
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| 54186 |
Jira MCP Server
Claim
Connects Claude to Jira, allowing users to query tasks, log work, add comments,…
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| 54187 |
Classroom Suite MCP
Claim
Unified MCP server for Google Classroom, Drive, and Docs, enabling AI assistant…
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| 54188 |
SymKit
Claim
MCP server for symbolic computation that enables AI agents to perform step-by-s…
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| 54189 |
contextplus
Claim
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server de…
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| 54190 |
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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| 54191 |
mcp-reposkein
Claim
Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first…
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| 54192 |
Replicate-MCP-Server
Claim
Universal MCP server for the full Replicate catalog: image, video, audio, music…
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| 54193 |
ideogram-mcp-server
Claim
Enables LLM applications to generate, edit, describe, upscale, remix, reframe, …
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| 54194 |
An MCP Server that enables interaction with Zoom's API through the Multi-Agent …
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| 54195 |
mcp-opentargets
Claim
Enables querying disease/target/drug knowledge graph from Open Targets, support…
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| 54196 |
hwpx-mcp-server
Claim
MCP server for AI-driven editing of HWPX (Korean word processor) documents, pro…
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| 54197 |
Food Travel MCP Server
Claim
An MCP server that integrates with Google Places API to enable AI clients to se…
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| 54198 |
Provider-agnostic email MCP server that connects any IMAP mailbox to AI assista…
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| 54199 |
yubin1230
Claim
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| 54200 |
polygon-mcp
Claim
Enables querying real-time and historical financial market data for stocks, opt…
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