MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 8 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48251 |
Garoon MCP Server
Claim
A Model Context Protocol (MCP) server that integrates Cybozu's Garoon groupware…
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| 48252 |
projectlibre-mcp
Claim
Read, analyze, create, and edit ProjectLibre project files (.pod/.xml) from Cla…
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| 48253 |
mcp-chembl
Claim
Enables querying ChEMBL drug discovery database for molecules, targets, activit…
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| 48254 |
MCPBridge
Claim
Unified MCP server bridging Claude Code and Ollama to Roblox Studio and Blender.
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| 48255 |
Turkey payments for AI agents — Turkish cards / taksit via iyzico. Never holds …
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| 48256 |
postwire-mcp
Claim
Smart Distribute: one prompt → the best native post per platform, then publish …
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| 48257 |
mcp
Claim
Economic-safety tools for trading agents: executable quote + rug/honeypot pretr…
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| 48258 |
MCP-Kali-Server
Claim
Enables AI-assisted penetration testing by connecting MCP clients to execute te…
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| 48259 |
regex-quality
Claim
Provides tools to test regex patterns for correctness, performance (ReDoS), and…
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| 48260 |
reddit-mcp-server
Claim
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| 48261 |
caliper
Claim
Caliper is an MCP server that accepts 3D geometry files and returns structured …
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| 48262 |
Loxone MCP Proxy
Claim
A zero-dependency local proxy that provides a stable, headless connection to a …
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| 48263 |
vanmoose-mcp-server
Claim
197 MCP tools from 74 developer APIs — screenshots, email, NLP, WHOIS, QR, PDF,…
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| 48264 |
Git-Fabric Gateway
Claim
A central tool aggregator that routes and orchestrates multiple fabric apps thr…
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| 48265 |
Resolve company name, domain, or LinkedIn into one canonical identity with conf…
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| 48266 |
Protheus Chat MCP Server
Claim
MCP server that enables searching a TOTVS Protheus ERP knowledge base using vec…
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| 48267 |
mermaider
Claim
Validates Mermaid diagram syntax using a persistent browser for fast, reliable …
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| 48268 |
Provides comprehensive mathematical differentiation capabilities using symbolic…
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| 48269 |
Enables file operations such as counting, listing, compressing images, creating…
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| 48270 |
hzy9981
Claim
https://github.com/hzy9981/vertex-ai-mcp-bridge
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| 48271 |
Enables managing applications, devices, profiles, multicast groups, and downlin…
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| 48272 |
ProductBrain
Claim
Connects AI assistants to a team's product knowledge base, enabling search, cap…
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| 48273 |
Steadwing MCP
Claim
Your autonomous 24/7 on-call engineer!
Get a detailed RCA along with the solut…
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| 48274 |
AgentPay
Claim
AI idea relay commons where agent outputs become permanent, buildable nodes in …
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| 48275 |
stock-mcp
Claim
China A-share real-time stock quotes and major indices with dual-source fallbac…
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| 48276 |
RecruitData
Claim
Unified job search MCP server that aggregates live listings from multiple job b…
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| 48277 |
GitHub Actions Audit
Claim
GitHub Actions workflow security audit - 21 checks: pinning, permissions, secre…
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| 48278 |
memorydetective
Claim
iOS leak hunting and performance investigation. Reads `.memgraph` (`leaks(1)`) …
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| 48279 |
VeChain MCP Server
Claim
Enables AI assistants to search VeChain documentation, query blockchain data (b…
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| 48280 |
Enables interaction with Omada Identity Governance and Administration system fo…
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| 48281 |
mcp
Claim
Search websites by source code, technology stack, analyze domains, and download…
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| 48282 |
@gpriday/techlead-mcp
Claim
A read-only MCP server providing structured code planning and review tools (tec…
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| 48283 |
NotebookLM MCP
Claim
Enables AI agents to interact with Google NotebookLM through browser automation…
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| 48284 |
Live Google + public LinkedIn data: search, maps, profiles, companies, jobs. Pa…
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| 48285 |
ecommerce-ai-mcp
Claim
ecommerce-ai-mcp MCP server by MEOK AI Labs
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| 48286 |
Linkr KVM MCP Server
Claim
Linkr KVM MCP Server exposes Radxa Linkr KVM controls through the Model Context…
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| 48287 |
Telegram MCP Server
Claim
Model Context Protocol server for Telegram. Let AI read, search, send, and forw…
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| 48288 |
lucide-mcp
Claim
Enables searching Lucide icons by keyword tags, returning best-matching icon na…
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| 48289 |
MCP Remote Code
Claim
Enables agent-style remote development over SSH with file operations and comman…
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| 48290 |
config-validator-ai-mcp
Claim
config-validator-ai-mcp MCP server by MEOK AI Labs
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| 48291 |
A Model Context Protocol server that enables interaction with Shortcut (formerl…
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| 48292 |
DynamicAgent2UI
Claim
Enables AI agents to render native-looking floating dialogs and forms on the us…
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| 48293 |
snowflake-mcp
Claim
Enables LLMs to directly query and interact with Snowflake databases, supportin…
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| 48294 |
Langfuse MCP Server
Claim
Model Context Protocol server for Langfuse observability. Query traces, analyze…
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| 48295 |
Web Fetch MCP Server
Claim
Enables LLMs to fetch and process web page contents by providing tools to retri…
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| 48296 |
Helps plan and reuse CE-RISE Digital Passport components, models, and deploymen…
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| 48297 |
syntax-map-mcp
Claim
Enables code analysis of JavaScript, TypeScript, TSX, Python, and Rust files us…
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| 48298 |
web-search-mcp
Claim
Provides web and image search using the Doubao (Volcengine) API with configurab…
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| 48299 |
Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID map…
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| 48300 |
Pylon MCP Server
Claim
An MCP server that integrates with the Pylon API, providing 38 tools for user m…
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