MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28851 |
Clevername
Claim
AI agent governance — security scanning, BYOK routing, audit logging, and Counc…
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| 28852 |
skillsindex
Claim
Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT action…
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| 28853 |
YADE MCP Server
Claim
MCP server for YADE — open-source DEM engine. Browse API docs, run simulations,…
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| 28854 |
A lightweight MCP server for Stata.
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| 28855 |
Generate production-ready n8n workflows from plain language.
Validate, test, a…
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| 28856 |
intelligence-mcp
Claim
Agent payments ecosystem intelligence. Scans GitHub, Hacker News, and npm for a…
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| 28857 |
mcp-server
Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
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| 28858 |
recallnest
Claim
Persistent memory MCP server for AI coding agents (Claude Code, Codex, Gemini C…
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| 28859 |
Enables real-time web search with source citations by leveraging Perplexity AI'…
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| 28860 |
Chia Health MCP Server
Claim
Licensed US telehealth — GLP-1 medications, intake, consents, Stripe ACP. HIPAA…
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| 28861 |
conduitai
Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
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| 28862 |
git-leaderboard
Claim
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
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| 28863 |
smith
Claim
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| 28864 |
mcp_zoomeye
Claim
hacked by pbuff
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| 28865 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
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| 28866 |
transcription
Claim
AI transcription from URLs. 99% accuracy, speaker diarization, 98+ languages.
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| 28867 |
Ping Host MCP
Claim
Minimal MCP server that enables network connectivity testing via ping commands …
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| 28868 |
tdhc
Claim
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| 28869 |
mcp
Claim
Connect AI agents to IoT devices — read sensors, send commands, manage ESP32 fl…
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| 28870 |
MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Edu…
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| 28871 |
Vikunja MCP Server
Claim
Enables interaction with Vikunja task management instances through natural lang…
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| 28872 |
CPersona
Claim
Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword…
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| 28873 |
Bible MCP
Claim
Enables local-first semantic search and retrieval of Korean Bible verses using …
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| 28874 |
Ship software securely with an AI AppSec Agent
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| 28875 |
Debugging MCP Server
Claim
Enables LLMs to automatically diagnose coding errors through codebase search, t…
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| 28876 |
Memory MCP
Claim
Provides persistent cross-session memory and full-text search for AI coding ass…
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| 28877 |
Oracle ADB MCP Server
Claim
Connects to Oracle Autonomous Database via OCI Bastion tunneling to enable AI-p…
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| 28878 |
ReverseCentaur
Claim
We make it easy for AI agents to hire humans ethically and fairly.
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| 28879 |
Financial data, credit scores, and economic indicators for 14,800+ U.S. municip…
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| 28880 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
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| 28881 |
Monzo MCP Server
Claim
Provides read-only access to Monzo banking accounts, balances, pots, and transa…
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| 28882 |
An AI-native restaurant discovery service that enables searching and receiving …
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| 28883 |
MCP server for orchestrating Node.js development servers (backend, frontend, da…
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| 28884 |
Remote MCP server that auto-generates tools from NocoBase OpenAPI specs to enab…
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| 28885 |
browser-auth-mcp
Claim
Enables AI agents to authenticate with websites using a real Chromium browser w…
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| 28886 |
Enables Claude to read, write, search, and manage Obsidian vault notes through …
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| 28887 |
Octomil
Claim
Manage, optimize, and deploy machine learning models to edge devices with autom…
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| 28888 |
Tailscale MCP Server
Claim
Enables interaction with the Tailscale API to manage devices, ACLs, keys, and D…
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| 28889 |
MCP server for Blackduck Coverity Static Analysis Software.
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| 28890 |
Azure DevOps MCP Server
Claim
Enables management of Azure DevOps work items including Epics, Features, User S…
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| 28891 |
DateTime PDT
Claim
Provides the current date and time in Pacific Daylight Time (PDT) via a remote …
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| 28892 |
Cozi MCP Server
Claim
Enables management of Cozi Family Organizer shopping lists and todo lists throu…
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| 28893 |
MagentaA11y MCP Server
Claim
Provides accessibility acceptance criteria for 51 web and 42 native components …
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| 28894 |
MCP JSON Sanitizer
Claim
Enables repair of malformed JSON strings into valid JSON for agent workflows by…
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| 28895 |
Tages
Claim
Enables AI coding agents to maintain persistent, cross-session memory of codeba…
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| 28896 |
Enables comprehensive feature engineering for classification datasets with auto…
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| 28897 |
Screen Agent
Claim
Enables AI assistants to capture screenshots and control desktop input (mouse, …
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| 28898 |
EasyEDA Pro MCP Server
Claim
Enables AI-powered autonomous hardware design within EasyEDA Pro, allowing user…
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| 28899 |
MemLayer
Claim
Agent learning infrastructure that captures experience, surfaces what works, an…
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| 28900 |
MCP YNAB Server
Claim
Provides access to YNAB (You Need A Budget) functionality through the Model Con…
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