MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51901 |
colab-mcp
Claim
An MCP server for interacting with Colab.
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| 51902 |
Hyperliquid whale tracking API for AI agents. Monitor the top 50 most profitabl…
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| 51903 |
Redmine MCP Server
Claim
Provides MCP tools for interacting with Redmine, including issues, projects, wi…
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| 51904 |
memocean-mcp
Claim
Local-first AI Memory MCP server for AI agents to search and manage knowledge s…
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| 51905 |
jenkins-mcp
Claim
Enables interaction with multiple Jenkins instances from a single MCP server, u…
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| 51906 |
Detects Chinese sensitive/forbidden words across platforms like Xiaohongshu, Do…
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| 51907 |
philippine-geocoding
Claim
Explore the Philippines’ administrative hierarchy from island groups to baranga…
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| 51908 |
gemini-cli-bridge
Claim
Exposes the local Gemini CLI as an MCP stdio server, providing tools for prompt…
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| 51909 |
mcp-server-efi
Claim
Enables interaction with Efí Bank's API for PIX payments, charge management, we…
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| 51910 |
servidor-acordaos-ia
Claim
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| 51911 |
RobotArm MCP P340
Claim
Enables natural language control of ElephantRobotics MyCobot series robotic arm…
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| 51912 |
Austria payments for AI agents — EPS via Stripe. Never holds funds.
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| 51913 |
Plutus MCP Server
Claim
A self-hosted MCP server for homelabs with ~193 tools covering media, home auto…
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| 51914 |
OpenMemory
Claim
AI memory engine exposed as an MCP server with structured knowledge capture, en…
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| 51915 |
Notion MCP Server
Claim
Provides full access to the Notion API, enabling search, creation, and manageme…
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| 51916 |
whatsapp
Claim
MCP server for sending and reading WhatsApp messages through Claude, with human…
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| 51917 |
RenForge MCP
Claim
An MCP server for Ren'Py project tooling that enables AI agents to inspect game…
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| 51918 |
goals
Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
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| 51919 |
vps-mcp
Claim
MCP server for managing VPS servers via SSH, enabling command execution, file t…
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| 51920 |
OpenAPI Doctor
Claim
A template for building MCP servers with a built-in paywall gate that offers fr…
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| 51921 |
WebLens
Claim
Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API…
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| 51922 |
Odoo Index MCP
Claim
Enables AI agents to search and retrieve details about Odoo code elements (mode…
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| 51923 |
scrapedatshi-mcp
Claim
Enables scraping, crawling, structured data extraction, and vector DB synchroni…
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| 51924 |
UIcockpit
Claim
Generate a design system from a brief, then verify your AI stays on it.
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| 51925 |
example-mcp-server-streamable-http-stateless
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| 51926 |
super-mcp
Claim
A gateway that aggregates multiple MCP servers into a single endpoint, namespac…
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| 51927 |
FILM-FINDER MCP Server
Claim
A simple MCP server for fetching movie and TV show data from TMDB and OMDB APIs…
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| 51928 |
Kali Linux MCP Server
Claim
Provides Claude Desktop with access to Kali Linux penetration testing tools via…
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| 51929 |
confluence-adf-mcp
Claim
An MCP server for reading and writing Confluence pages in native Atlassian Docu…
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| 51930 |
codex-bridge
Claim
MCP server that lets Claude Code ask GPT Codex for adversarial planning, code r…
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| 51931 |
dr-mcp
Claim
Audits MCP configs, scores risk, and creates reversible repair plans.
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| 51932 |
Tidewave Rails
Claim
Better agentic Rails development, runtime-level tools for your agent to talk to…
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| 51933 |
open-edison
Claim
Deterministic agentic data firewall that secures, monitors, and controls AI age…
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| 51934 |
gmail-mcp-server
Claim
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| 51935 |
outline-mcp-server
Claim
Integrates Outline Wiki with AI assistants like Claude Desktop, enabling search…
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| 51936 |
AI Sticky Notes
Claim
Lightweight MCP server for adding, reading, and summarizing sticky notes persis…
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| 51937 |
mcp-telemetry
Claim
Socket.IO-style telemetry for MCP servers. Instrument a tool call with a few li…
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| 51938 |
MCP LLM Generator v2
Claim
Production-ready MCP server enabling LLM text generation, template management, …
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| 51939 |
AI Search (AutoRAG) management. List and search documents across your AI Search…
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| 51940 |
Wireshark MCP Server
Claim
Network capture and analysis via tshark, exposing 20 tools including composite …
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| 51941 |
agent-drugs
Claim
Digital drugs that modify AI behavior through prompt injection, enabling agents…
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| 51942 |
Provides access to Kubernetes troubleshooting runbooks, enabling search, discov…
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| 51943 |
Add the ability to execute/interpret code to your AI apps.
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| 51944 |
Azure DevOps MCP Server
Claim
Enables AI assistants to interact with Azure DevOps for managing work items, re…
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| 51945 |
github-ruleset-mcp
Claim
An MCP server that lets Claude (or any MCP client) manage GitHub branch protect…
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| 51946 |
URL shortening API for AI agents. Convert long URLs into compact short links wi…
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| 51947 |
servarr-analytics-mcp
Claim
Provides a structured data interface for Servarr apps (Sonarr, Radarr, Prowlarr…
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| 51948 |
AlphaFold3 MCP Server
Claim
Enables AI-powered protein structure prediction and variant analysis via Docker…
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| 51949 |
sentiment-analysis-ai-mcp MCP server by MEOK AI Labs
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| 51950 |
ad-copy-ai-mcp
Claim
ad-copy-ai-mcp MCP server by MEOK AI Labs
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