MCP Server Quality Scores
Independent quality analysis of 40750 public MCP servers
Last updated 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38251 |
watsonx MCP Server
Claim
Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, …
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| 38252 |
Mockloop MCP
Claim
An Intelligent Model Context Protocol server that generates mock servers from O…
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| 38253 |
Nubra MCP Server
Claim
Enables interaction with the Nubra trading platform for authentication, instrum…
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| 38254 |
Crow
Claim
AI-powered project management with persistent memory, encrypted P2P sharing, an…
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| 38255 |
Manage your Amazon seller account effortlessly. Create reports, update prices, …
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| 38256 |
engram
Claim
Provides persistent, local-first AI memory across sessions via MCP tools for st…
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| 38257 |
xhs-kit
Claim
Enables automation of Xiaohongshu (Little Red Book) operations including conten…
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| 38258 |
mcp-server-sensory
Claim
Multi-sensory AI communication server for off-grid networks, enabling text to S…
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| 38259 |
MCP Server Node
Claim
A Node.js MCP server providing user management, task management, and calculator…
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| 38260 |
smithery
Claim
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| 38261 |
Universal MCP server for Pipedrive, enabling interaction with Pipedrive's tools…
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| 38262 |
eprint-mcp-server
Claim
Enables AI assistants to search and retrieve cryptographic research papers from…
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| 38263 |
GitCode MCP Server
Claim
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
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| 38264 |
IPMentor
Claim
Provides verified IPv4 subnet calculations, IP analysis, and network diagram ge…
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| 38265 |
PDFDashboardWithMCP
Claim
Enables MCP clients to list indexed PDF document collections and perform semant…
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| 38266 |
GeneXus MCP Server
Claim
Lets AI agents read, edit, analyze, and refactor objects inside a GeneXus 18 Kn…
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| 38267 |
Docker MCP Server
Claim
Enables LLMs to safely execute code in isolated Docker containers with resource…
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| 38268 |
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
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| 38269 |
Code Assistant
Claim
Gemini-powered MCP server for code analysis.
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| 38270 |
PostEx MCP Server
Claim
Provides tools to interact with the PostEx Merchant API for order creation, tra…
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| 38271 |
billforward-mcp
Claim
Enables LLMs to interact with Billforward's billing and subscription management…
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| 38272 |
Provides structured tools for risk classification, SBAR generation, completenes…
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| 38273 |
Simple Python MCP Server
Claim
A simple MCP server implementation in Python using FastMCP and FastAPI, providi…
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| 38274 |
Gmail MCP Server
Claim
Enables AI agents to search, read, send, and organize Gmail emails via MCP prot…
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| 38275 |
FoldRun MCP Server
Claim
A mock MCP server that exposes protein structure prediction tools (submit, stat…
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| 38276 |
canada-aida-ai-mcp
Claim
canada-aida-ai-mcp MCP server by MEOK AI Labs
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| 38277 |
telldone
Claim
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| 38278 |
test
Claim
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| 38279 |
mcp-server-graphdb
Claim
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| 38280 |
cerebrochain-mcp-server
Claim
Supply chain & logistics intelligence — rate shopping across 85+ carriers, inve…
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| 38281 |
WinScript
Claim
State-aware Windows automation MCP server for AI agents, enabling app control, …
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| 38282 |
Test MCP Server
Claim
Provide a basic MCP server implementation for testing purposes. Enable interact…
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| 38283 |
UserGate MCP
Claim
Offline-first Model Context Protocol server for UserGate public documentation, …
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| 38284 |
tiny-go-mcp-server
Claim
Minimal Go wrapper on the official [modelcontextprotocol/go-sdk](https://github…
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| 38285 |
meta-data-mcp
Claim
Query 76 open data APIs — government, science, finance, environment, and more.
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| 38286 |
orihime
Claim
Cross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, …
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| 38287 |
BMLT Meetings
Claim
Search Narcotics Anonymous meetings worldwide via the BMLT directory.
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| 38288 |
obsyra
Claim
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| 38289 |
mcp-ppsspp
Claim
An MCP server that exposes PPSSPP — the PlayStation Portable emulator — to any …
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| 38290 |
100ms Raydium Sniper MCP
Claim
Enables high-performance token sniping on Raydium DEX with multi-region support…
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| 38291 |
stac2026
Claim
Personal AI infrastructure gateway orchestrating memory, workflow automation, k…
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| 38292 |
Old Family Recipe
Claim
Preserve grandma's handwritten recipe cards before they're lost. 13 MCP tools t…
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| 38293 |
echolon
Claim
LLM-agent-native backtest framework for SHFE daily futures research. 23 MCP too…
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| 38294 |
ai-token-counter
Claim
Cloudflare Workers MCP server: ai-token-counter
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| 38295 |
pripera
Claim
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| 38296 |
tlocal
Claim
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| 38297 |
sap_2000_api_python_mcp4
Claim
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| 38298 |
Provides AI assistants with access to the SoftwareOne Marketplace API, enabling…
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| 38299 |
Dify Management MCP
Claim
Allows programmatic management of a Dify instance, including listing and creati…
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| 38300 |
emplyx
Claim
Emplyx HR Platform - 346+ tools for employees, schedules, time tracking & payro…
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