MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 2 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 57001 |
Enables Cursor IDE to directly interact with OpenProject through the Model Cont…
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| 57002 |
MCP server for Project Gutenberg — 75,000+ public-domain ebooks with full plain…
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| 57003 |
Strapi MCP Server
Claim
Provides AI agents with full access to Strapi 5.x CMS for managing content type…
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| 57004 |
big-potential-330016
Claim
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| 57005 |
X-MCP
Claim
A Node.js MCP server for X/Twitter that enables user profile queries, tweet sea…
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| 57006 |
Memryzed
Claim
Local-first cross-agent memory for AI coding agents. Persistent, shared memory …
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| 57007 |
smithery_claude
Claim
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| 57008 |
pubrecords
Claim
US public-records intelligence for AI agents — companies, SEC, courts, spending…
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| 57009 |
scrapy-mcp
Claim
A headless web-scraping MCP server built on Scrapy, providing tools for polite …
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| 57010 |
mcp-google-sheets
Claim
Bridges AI assistants with Google Sheets for reading, writing, and managing spr…
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| 57011 |
Exposes The Vibe Coder's Web Design Guide as tools for AI agents, enabling look…
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| 57012 |
MCP server for managing Google Play app deployment and in-app products via the …
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| 57013 |
ai-gateway
Claim
Cloudflare Workers MCP server: ai-gateway
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| 57014 |
testyb3
Claim
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| 57015 |
DarcyAIMCPServer
Claim
A Python-based MCP server that predicts tomorrow's weather. It can be used remo…
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| 57016 |
CDISC Library MCP Server
Claim
Provides comprehensive access to CDISC clinical data standards (SDTM, ADaM, CDA…
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| 57017 |
Figma Context MCP
Claim
A Model Context Protocol (MCP) server that enhances Figma design integration by…
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| 57018 |
Verify what agents actually shipped, arbitrate file collisions, refuse with str…
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| 57019 |
Idiolect AI
Claim
Loads your personal writing voice into any AI and scores how closely a draft ma…
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| 57020 |
Codex Memory
Claim
Local Markdown-backed memory tools for Codex and other MCP-capable agents. Expo…
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| 57021 |
portainer-mcp
Claim
Enables AI assistants to manage Portainer container environments through natura…
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| 57022 |
mcp-chrome
Claim
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| 57023 |
XcodeBuildMCP
Claim
A Model Context Protocol (MCP) server that provides Xcode-related tools for int…
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| 57024 |
IndieStack
Claim
Open-source supply chain for AI agents. 3,000+ indie creations across 25 catego…
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| 57025 |
Quadratik.AI
Claim
The B2B data architecture for high‑growth teams.
Leverage 100B+ validated globa…
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| 57026 |
wasmagent-mcp-server
Claim
Code-mode MCP server (docs_search + execute_code two-tool surface) backed by a …
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| 57027 |
browser-mcp
Claim
A powerful MCP server for UI designers and developers to extract, analyze, and …
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| 57028 |
@cookiemunch/mcp
Claim
Exposes the Cookie Munch Developer API as MCP tools, enabling AI assistants to …
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| 57029 |
getmcpauth
Claim
Drop-in OAuth 2.1 + Dynamic Client Registration token verification for Python M…
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| 57030 |
A local MCP server providing read-only access to documents like Word, PDF, Exce…
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| 57031 |
CodexMCP
Claim
A FastMCP server that wraps OpenAI Codex CLI to provide AI-powered code generat…
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| 57032 |
Rozkoduj MCP
Claim
Provides AI assistants with market screening, analysis, and scoring across stoc…
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| 57033 |
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| 57034 |
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| 57035 |
xLights MCP Server
Claim
Analyzes music and generates xLights light show sequences, compatible with any …
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| 57036 |
Tokonomix Council
Claim
Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesis…
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| 57037 |
monkeysee
Claim
Enables MCP clients to drive a real, logged-in Chrome browser for web automatio…
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| 57038 |
Enables AI agents to dynamically discover and interact with APIs through Swagge…
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| 57039 |
a5sql-mcp
Claim
Reads A5:SQL Mk-2 ER diagrams and SQL files locally, making them accessible to …
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| 57040 |
silverstripe-mcp
Claim
Validates AI-generated PHP code against Silverstripe 6 patterns, catching migra…
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| 57041 |
Brings interactive blue-team security operations into AI hosts, enabling alert …
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| 57042 |
patxin
Claim
Request qualified humans for real-time cognitive micro-tasks on demand.
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| 57043 |
TokenBurnRate
Claim
Track LLM token costs across Claude, GPT and Gemini. MCP server + CLI with opti…
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| 57044 |
Prism
Claim
Intelligence layer for AI that enables querying across revenue, errors, identit…
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| 57045 |
copilotcliswitchgate-mcp
Claim
Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, an…
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| 57046 |
Generate App Store and Play Store screenshots from your coding agent, at exact …
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| 57047 |
mcp_sqlite_memory_bank
Claim
Dynamic SQLite memory bank with semantic search, table management, and knowledg…
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| 57048 |
Playwright MCP Server
Claim
Enables browser automation and web interaction through structured accessibility…
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| 57049 |
Jira 9.12.14 MCP Server
Claim
Enables AI models to search Jira issues using JQL and retrieve issue details th…
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| 57050 |
graphrag-local
Claim
Connects Claude Code to a local GraphRAG knowledge base (LightRAG + Ollama) for…
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