MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 1 hour, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61151 |
Code Review Assistant
Claim
An MCP server that automates code review by providing syntax checking, code exp…
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| 61152 |
wpscan-mcp
Claim
Enables querying the WPScan API for WordPress plugin, theme, core vulnerabiliti…
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| 61153 |
X Algorithm Toolkit
Claim
Tweet scoring using X's actual algorithm weights - 22 signals, 18 filters, 11 t…
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| 61154 |
Exposes Alpaca paper trading as MCP tools for checking quotes, managing a watch…
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| 61155 |
web-search
Claim
Web search for AI agents — one tool across 6 engines, routed to the cheapest + …
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| 61156 |
xsiam-mcp
Claim
Exposes the entire Palo Alto Cortex XSIAM REST API (129 operations across 26 ca…
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| 61157 |
Bellows
Claim
Manages a local fleet of llama.cpp GGUF models, enabling AI agents to discover,…
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| 61158 |
download-books-mcp
Claim
Enables agents to search and download books from LibGen and Z-Library via MCP t…
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| 61159 |
dtrpg-mcp
Claim
Enables searching your DriveThruRPG library and the public catalog for tabletop…
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| 61160 |
reaper-mcp
Claim
Enables AI-assisted VST plugin tuning by connecting Claude CLI to Reaper, allow…
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| 61161 |
mcp-archimate
Claim
Enables querying and modifying ArchiMate enterprise architecture models from XM…
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| 61162 |
cafecito
Claim
Enables AI agents to coordinate on a shared repository using commutativity-prov…
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| 61163 |
joplin-mcp
Claim
Enables LLMs to interact with Joplin note-taking application through a comprehe…
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| 61164 |
Emotion Engine
Claim
Local-first stdio MCP server for agent relationship-continuity state: PAD mood,…
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| 61165 |
android-mcp
Claim
Enables AI agents to control Android devices via ADB, supporting gestures, inpu…
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| 61166 |
simsima-connectivity
Claim
Public MCP server for a travel-eSIM marketplace: search, recommend and buy data…
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| 61167 |
Engram
Claim
Persistent memory for AI agents. Stores verbatim conversation transcripts and m…
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| 61168 |
Provides tools to search and retrieve detailed information about airports and s…
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| 61169 |
Yazio MCP
Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
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| 61170 |
pentest-mcp-server
Claim
Offline methodology engine for authorized penetration testing, CTF, and securit…
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| 61171 |
TradingView-MCP
Claim
Enables AI to analyze and manipulate TradingView charts via Chrome DevTools Pro…
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| 61172 |
design-review
Claim
This MCP server renders UI design artifacts headlessly, runs deterministic lint…
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| 61173 |
Enables AI agents to interact with Arduino boards for compiling, uploading sket…
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| 61174 |
paas-automation
Claim
AI驱动的PaaS平台任务自动化MCP服务器,支持通过自然语言创建、查询、更新开发任务,自动管理认证和Token。
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| 61175 |
Verity
Claim
A multi-agent verification MCP server that uses cross-family LLM critics, NLI, …
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| 61176 |
mcp-eu-sparql
Claim
MCP server for EU law via the EUR-Lex / Cellar SPARQL endpoint — legislation (E…
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| 61177 |
harmonyos-dev-mcp
Claim
Enables HarmonyOS device discovery, app build and deployment, UI automation, E2…
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| 61178 |
xrpl-identity-mcp
Claim
An MCP server for XRP Ledger identity features including DIDs, credentials, mul…
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| 61179 |
A flock of AI users tests your deployed app and reports where real people get s…
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| 61180 |
Figma Context MCP
Claim
Converts Figma designs into structured code context with token-aware styling, e…
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| 61181 |
brain-mcp
Claim
Connects claude.ai to a private GitHub repo of markdown files as a personal sec…
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| 61182 |
Kirok
Claim
Provides persistent, searchable memory for AI agents, enabling them to retain, …
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| 61183 |
Amika MCP Server
Claim
Remote MCP server for Amika: manage sandboxes and agent sessions from any MCP c…
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| 61184 |
spec-guard
Claim
A deterministic MCP server that checks project code alignment with SPEC documen…
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| 61185 |
Précis-MCP
Claim
Read-only MCP server for FP&A & management reporting — governed metrics, financ…
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| 61186 |
TickTick MCP
Claim
A remote MCP server that enables Claude to create and manage TickTick to-dos us…
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| 61187 |
openclaw-mcp
Claim
MCP server for Claude Code to interact with OpenClaw AI agents (Daemon, Soren, …
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| 61188 |
raspa-mcp
Claim
Wraps the RASPA2 molecular simulation engine into MCP tools, enabling AI agents…
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| 61189 |
MCP Tools Hub
Claim
MCP server with a web interface for viewing and calling tools via REST API, ena…
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| 61190 |
MCP Chart Server
Claim
A Model Context Protocol server offering over 15 chart types with Zod schema va…
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| 61191 |
FontLab MCP Server
Claim
Enables AI assistants to interact with FontLab for font design and manipulation…
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| 61192 |
mcp-linux-desktop
Claim
Enables full Linux desktop control including windows, mouse, keyboard, clipboar…
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| 61193 |
mcp-boundary
Claim
Wraps your existing MCP servers and checks each tool call against policy and li…
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| 61194 |
ContextMine
Claim
Self-hosted documentation and code indexing with MCP integration.
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| 61195 |
mcp-verify
Claim
A benchmarked hallucination detector that returns unsupported claims with detai…
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| 61196 |
Connects Antigravity to a LiteLLM instance, enabling chat completions, model li…
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| 61197 |
legacy-web-mcp
Claim
Automatically crawl and analyze legacy web applications to generate documentati…
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| 61198 |
Provides developer tools for searching PyPI packages, fetching GitHub repositor…
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| 61199 |
Map a company domain to its social media URLs and follower counts via Apify.
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| 61200 |
redmine-mcp-stdio
Claim
A local Model Context Protocol server (stdio) for Redmine that allows you to wo…
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