MCP Server Quality Scores
Independent quality analysis of 41393 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
Newly Added
YuniKorn MCP Server BeadsMCP ClickUp MCP Server code-quality-mcp Lazy LLMs Project Management MCP Server| # | Server | Score ↓ | ||||||||
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| 41251 |
MCP server providing personalized greetings with AI-powered tools using Spring …
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| 41252 |
Logo.dev
Claim
Search and retrieve company logos by brand or domain. Customize size, format, a…
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| 41253 |
codetex-mcp
Claim
A commit-aware code context manager for LLMs that indexes Git repositories into…
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| 41254 |
fitness-ai-mcp
Claim
fitness-ai-mcp MCP server by MEOK AI Labs
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| 41255 |
FastMCP server for Apollo.io — 22 tools: sequences, campaign health, mailbox wa…
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| 41256 |
Bulwark
Claim
AI agent governance: content scanning, audit logs, policy evaluation, session m…
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| 41257 |
tokven-mcp
Claim
Generate design token systems from a hex color — OKLCH-derived, WCAG-validated,…
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| 41258 |
claude-skill-validator
Claim
Cloudflare Workers MCP server: claude-skill-validator
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| 41259 |
Zero-config AI context generation and code quality toolkit with Claude Code Age…
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| 41260 |
Gmail MCP Pro
Claim
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
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| 41261 |
code-explainer
Claim
Cloudflare Workers MCP server: code-explainer
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| 41262 |
OrgGen AI
Claim
Generate org charts, MCD/ERD data models, and C4 architecture diagrams — pilot …
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| 41263 |
Onshape MCP Server
Claim
Enables programmatic CAD modeling with Onshape's REST API, offering 45 tools fo…
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| 41264 |
Polymarket MCP Server
Claim
Enables interaction with Polymarket prediction markets through read-only access…
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| 41265 |
Audio File MCP App
Claim
Inspect local audio files — playback, metadata, loudness, spectrogram.
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| 41266 |
Nih Reporter
Claim
NIH RePORTER MCP — every NIH-funded research project (free, no auth)
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| 41267 |
gmc-mcp
Claim
MCP server for Google Merchant Center, providing 126 tools to manage Google Sho…
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| 41268 |
deepseek-mcp
Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
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| 41269 |
EODHD MCP Server
Claim
Enables interaction with EOD Historical Data APIs, providing access to 75 read-…
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| 41270 |
Zotero MCP Bridge
Claim
Enables LLM clients to browse and query your Zotero library through tool calls.…
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| 41271 |
NinjaProxy MCP Server
Claim
Manage and access your static proxy IPs from NinjaProxy. Retrieve your proxy IP…
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| 41272 |
The WAF for agents. Pattern-based + heuristic firewall scans prompts, RAG docum…
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| 41273 |
plane-mcp-server
Claim
Enables interaction with Plane.so project management API through natural langua…
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| 41274 |
anndata-mcp
Claim
Allows to retrieve information about an AnnData object via MCP using the read_l…
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| 41275 |
case-mcp
Claim
MCP server: convert a string between case styles. Smart splitting handles mixed…
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| 41276 |
Facticity AI
Claim
Real-time, multi-modal fact-checking for AI systems.
Facticity AI verifies cla…
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| 41277 |
Review Guru MCP Server
Claim
Enables searching and retrieving Sri Lankan business reviews and doctor profile…
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| 41278 |
fetch-server-pawan
Claim
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| 41279 |
SperaxOS
Claim
Sperax Protocol MCP – USDs stablecoin, SPA, veSPA governance & Demeter DeFi on …
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| 41280 |
Audiobookshelf MCP
Claim
Inspect and safely operate Audiobookshelf libraries over MCP.
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| 41281 |
pymol-cursor-mcp
Claim
Control PyMOL from Cursor via natural language. Enables describing molecular st…
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| 41282 |
domain-intel
Claim
Cloudflare Workers MCP server: domain-intel
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| 41283 |
testlocal_mcp1
Claim
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| 41284 |
mcp-brasil
Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
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| 41285 |
The human API for AI agents. When your agent hits a task it can't do — verify a…
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| 41286 |
A Model Context Protocol server that provides integration with TestRail, allowi…
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| 41287 |
local-rag
Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
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| 41288 |
MCP server for Yandex Tracker API.
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| 41289 |
Scrutica
Claim
AI compute infrastructure intelligence: facilities, supply chains, sovereign AI…
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| 41290 |
MCP Hive
Claim
MCP Clients Pay for Access to Commercial MCP Servers.
AI applications pay per r…
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| 41291 |
Blackbird MCP Server
Claim
Enables LLMs to access Blackbird AI's services through the Model Context Protoc…
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| 41292 |
Kratos-MCP
Claim
A memory system for AI coding tools that stores and retrieves codebase context …
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| 41293 |
AI List My Business
Claim
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
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| 41294 |
Dispatch a human verifier to physically verify anything in the real world. For …
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| 41295 |
extract-image
Claim
Extract and analyze images from files, links, and embedded images to understand…
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| 41296 |
MyAnimeList MCP Server
Claim
MCP Server for interacting with the MyAnimeList API, allowing LLM clients to ac…
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| 41297 |
focus-timer-ai-mcp
Claim
focus-timer-ai-mcp MCP server by MEOK AI Labs
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| 41298 |
calendar-ai-mcp
Claim
calendar-ai-mcp MCP server by MEOK AI Labs
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| 41299 |
IntentGuard MCP Server
Claim
Enables AI agents to submit Ethereum transactions with on-chain outcome protect…
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| 41300 |
codexrunledger-mcp
Claim
Codex run receipts your reviewer can trust.
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