MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37801 |
fillin
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| 37802 |
Specmatic MCP Server
Claim
Exposes Specmatic's API contract testing, resiliency testing, and mocking capab…
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| 37803 |
gsc-agent-cli
Claim
Enables querying Google Search Console data, Core Web Vitals, and PageSpeed ins…
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| 37804 |
iaas-conversion-mcp
Claim
A Model Context Protocol (MCP) server that converts Confluence pages into stand…
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| 37805 |
rise-mcp
Claim
RISE CRM MCP server — 36 tools across CRM, projects, tickets, finance, sales, H…
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| 37806 |
claude-history-mcp
Claim
Enables full-text search and browsing of Claude.ai conversation history by inge…
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| 37807 |
buildout-mcp
Claim
An efficient MCP server for Buildin.ai that provides readonly access to search …
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| 37808 |
SEED MCP
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SEED provides a unified interface to compound AI systems, coordinating between …
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| 37809 |
multi-search-mcp
Claim
An MCP server that aggregates search results from Baidu, Bing, and Sogou withou…
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| 37810 |
AI SOC Agent MCP Server
Claim
Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calcul…
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| 37811 |
solana-infra-mcp
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Provides Solana infrastructure awareness including RPC health, priority fee est…
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| 37812 |
agentropix-mcp
Claim
A governed MCP server for digital-forensics and incident-response (DFIR) work, …
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| 37813 |
Respond.io MCP Server
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Enables AI assistants to manage contacts, send messages, handle conversations, …
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| 37814 |
co-reading-mcp
Claim
A local MCP server for low-token co-reading: import a book, split it into chapt…
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| 37815 |
blame-mcp
Claim
Provides a self-serve recipe for agents to anonymously post and read blames on …
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| 37816 |
lautfm-mcp
Claim
MCP server providing access to the laut.fm Radioadmin API for managing radio st…
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| 37817 |
GitHub Agent MCP Server
Claim
Enables AI agents to interact with GitHub via natural language, supporting repo…
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| 37818 |
DNS MCP Server
Claim
A comprehensive DNS query server that enables querying all types of DNS records…
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| 37819 |
veradata
Claim
MCP server providing verified Latin American data via x402 micropayments. 4 MCP…
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| 37820 |
data-detective
Claim
An MCP server that gives AI assistants the ability to connect to, query, profil…
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| 37821 |
towngas-mcp
Claim
MCP server for querying Towngas account data, including bills, readings, and bo…
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| 37822 |
paytabs-mcp
Claim
MCP server for PayTabs payment gateway (MENA region). Enables payment page crea…
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| 37823 |
Alfraid
Claim
An AI-powered TODO list MCP server with categories, timeboxing, and due dates, …
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| 37824 |
MCP server for [Karea](https://karea.app) task manager. 44 tools to create, edi…
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| 37825 |
MCP server for Evocrawl — search, scrape, and interact with the web.
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| 37826 |
mcp-super-memory
Claim
Enables LLM agents to use associative memory with key/value graph-based retriev…
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| 37827 |
nandi-proxmox-mcp
Claim
Open-source MCP server for secure Proxmox node, VM, and LXC operations.
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| 37828 |
Wireshark MCP Server
Claim
Network capture and analysis via tshark, exposing 20 tools including composite …
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| 37829 |
discord-mcp
Claim
Comprehensive Discord MCP server with 66 tools that provides rich message conte…
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| 37830 |
claude-plane
Claim
MCP server and automation watcher for Plane project management, enabling Claude…
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| 37831 |
Vision Bridge MCP
Claim
A universal vision MCP server that enables Claude Code and Claude Desktop to de…
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| 37832 |
acrawl
Claim
Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single b…
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| 37833 |
package-registry-mcp
Claim
Enables AI assistants to search and retrieve detailed package information from …
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| 37834 |
gencc-link
Claim
MCP server that provides tools to query harmonized gene-disease validity data f…
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| 37835 |
Enables AI assistants to programmatically create and manage information flow di…
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| 37836 |
local-executor-mcp
Claim
An MCP server that lets a frontier planner (Claude Code) delegate mechanical co…
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| 37837 |
aigroup-paper-mcp
Claim
Academic paper search and retrieval MCP server integrating multiple scholarly p…
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| 37838 |
mcp-ddg-research
Claim
Lightweight MCP server for DuckDuckGo search with HTML fallback, safe webpage f…
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| 37839 |
ramzinex-mcp
Claim
Self-hostable MCP server for the Ramzinex cryptocurrency exchange, providing to…
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| 37840 |
GitHub MCP Server
Claim
Python MCP server for GitHub operations, providing native tool integration with…
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| 37841 |
syncly-dataset-mcp
Claim
Enables querying JSON/JSONL social datasets in Claude Desktop via MCP tools, us…
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| 37842 |
baseclaw
Claim
Manages Yahoo Fantasy Baseball teams via AI, allowing natural language queries …
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| 37843 |
Gamedev All-in-One MCP
Claim
Unifies Roblox Studio, Unity, Unreal Engine, and Blender into a single AI-power…
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| 37844 |
lumina-docs
Claim
A structured document management system using MCP protocol to handle large requ…
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| 37845 |
paperlessngx-mcp
Claim
A privacy-first MCP server for Paperless-ngx that lets an LLM agent search, org…
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| 37846 |
Enables AI assistants to interact with Azure DevOps through an MCP server with …
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| 37847 |
mcp-server-webdriver
Claim
Enables AI agents to control a real web browser (Firefox) via Selenium WebDrive…
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| 37848 |
SecureVibes MCP
Claim
Enables AI-powered security scanning of codebases through conversational analys…
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| 37849 |
Simple Merge Review MCP
Claim
Provides lightweight Git merge analysis with quick overviews of changes, file l…
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| 37850 |
echolon
Claim
LLM-agent-native backtest framework for SHFE daily futures research. 23 MCP too…
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