MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35801 |
AADDYY MCP Server
Claim
Enables AI agents to use over 100 AI tools for tasks like content generation, i…
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| 35802 |
gitlab-duo-mcp-bridge
Claim
Wraps GitLab Duo CLI as an MCP tool for code review, enabling agents to get str…
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| 35803 |
ServiceNow MCP Server
Claim
Enables Claude to interact with ServiceNow instances for incident management, s…
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| 35804 |
knowledge-graph-mcp
Claim
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| 35805 |
blizzard-wow-mcp
Claim
Auction house analytics, market intelligence, crafting optimization, inventory …
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| 35806 |
An MCP server implementing Recursive Language Models (RLM) to process arbitrari…
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| 35807 |
mcp-time-server
Claim
Provides tools for time operations including current time, timestamp conversion…
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| 35808 |
aifmt
Claim
An MCP server that fixes, validates, and generates visual text content for AI c…
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| 35809 |
Enables access to PolyAI Agent Studio Cursor rules via MCP tools for listing, r…
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| 35810 |
Claud-Ear
Claim
An MCP server that gives AI agents the ability to listen to and understand musi…
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| 35811 |
claude-replay
Claim
Session checkpoint & recovery for Claude Code: resume, search, tag, and export …
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| 35812 |
Healthcare Ai Governance automation via MCP. Includes classify samd, check cds …
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| 35813 |
Link Finder MCP
Claim
Find backlink opportunities, analyze competitors, discover similar domains with…
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| 35814 |
gurufocus-mcp
Claim
MCP server that exposes GuruFocus financial data to AI assistants via 50+ tools…
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| 35815 |
AltSportsData MCP Server
Claim
MCP-compatible server that gives AI agents access to alternative sports data ac…
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| 35816 |
Provides access to FBI Crime Data Explorer API, enabling queries for crime stat…
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| 35817 |
meta-ads-mcp
Claim
MCP server to manage Meta Ads (Facebook/Instagram) campaigns, ad sets, insights…
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| 35818 | — | |||||||||
| 35819 |
shelly-api-mcp
Claim
Provides read-only access to Shelly Cloud energy data, including live power, li…
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| 35820 |
Provides a standardized interface for interacting with Trello's tools and servi…
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| 35821 |
R1 Dash Master
Claim
Builds importable RUCKUS One Data Studio dashboards from a declarative spec, en…
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| 35822 |
imessage-mcp
Claim
An MCP server that exposes Apple iMessage as tools for AI assistants, enabling …
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| 35823 |
ropey
Claim
Enables coding agents to perform safe, project-wide Python refactoring (rename,…
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| 35824 |
cloud-memory-mcp
Claim
A minimal, tag-free personal memory system that syncs across all Claude interfa…
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| 35825 |
MCP RAG
Claim
A RAG-based knowledge base system supporting document processing, semantic sear…
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| 35826 |
project_memory
Claim
Read-only MCP server connecting Codex to Neo4j for querying projects, clients, …
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| 35827 |
PR Orchestrator MCP
Claim
A tools-only MCP server that provides a safe, deterministic interface for autom…
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| 35828 |
speech-mcp-server
Claim
MCP server integrating VolcEngine for automatic speech recognition (ASR) and te…
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| 35829 |
Enables deploying a remote MCP server on Cloudflare Workers with OAuth login, a…
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| 35830 |
Merchant-of-record MCP: AI agents sell software & digital goods, global tax han…
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| 35831 |
explain-lint
Claim
Enables AI assistants to identify and judge unexplained terms in prose document…
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| 35832 |
ServiceNow-MCP
Claim
Enables natural language control of ServiceNow from AI clients like Claude and …
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| 35833 |
Gemini MCP Server
Claim
Integrates Google's Gemini API with MCP-compatible clients for chat, real-time …
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| 35834 |
the-i18n-mcp
Claim
MCP server for managing i18n translation files — gives your AI agent full contr…
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| 35835 |
socialclaw
Claim
Social media scheduling and publishing for AI agents. 17 validation-first tools…
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| 35836 |
SlimWeb Client MCP
Claim
Consumer-side MCP server for Webless storefront operations, enabling catalog br…
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| 35837 |
An MCP server for causal effect estimation from observational data, powered by …
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| 35838 |
Enables AI assistants to interact with SMB platform APIs for querying business …
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| 35839 |
Safe Link Visual MCP
Claim
Checks URLs for phishing risks using URL, DNS, HTTP, HTML, and mobile rendering…
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| 35840 |
Cleyrop MCP
Claim
MCP server to interact with Cleyrop work data: browse, search, read file conten…
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| 35841 |
fizzy-mcp
Claim
MCP server for Fizzy, Basecamp's open-source Kanban tool. Enables AI assistants…
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| 35842 |
Dominican Republic DGII e-CF: AI agents authenticate and submit electronic invo…
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| 35843 |
pubrecords
Claim
US public-records intelligence for AI agents — companies, SEC, courts, spending…
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| 35844 |
PterodactylMCP
Claim
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
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| 35845 |
peek
Claim
Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding ag…
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| 35846 |
Kilkaya MCP Server
Claim
MCP server for the Kilkaya analytics API, enabling querying analytics data, lis…
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| 35847 |
mcp-truth-check
Claim
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
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| 35848 |
valyu-mcp
Claim
Enables AI models to retrieve high-quality context from Valyu's API, including …
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| 35849 |
Fast News MCP
Claim
Search, trending, topics, and local news all in one MCP server. Article preview…
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| 35850 |
Enables AI agents to control Windows GUI applications like a human using screen…
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