MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67251 | — | |||||||||
| 67252 |
cursor-mcp
Claim
A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agen…
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— | ||||||||
| 67253 |
Residential proxy MCP server for AI agents — geo-targeting, sticky sessions, an…
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— | ||||||||
| 67254 |
IT-MCP
Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
|
— | ||||||||
| 67255 |
pushover-mcp
Claim
A tiny MCP server that sends push notifications through Pushover, supporting me…
|
— | ||||||||
| 67256 |
MinIO MCP Server
Claim
Enables interaction with MinIO object storage through a standardized Model-Cont…
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— | ||||||||
| 67257 |
Datadog MCP Server
Claim
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
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— | ||||||||
| 67258 |
Tsumugi
Claim
An MCP-based memory layer for autonomous agents that provides observation, memo…
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— | ||||||||
| 67259 |
Enables AI agents to access Contractor Scale internal context, including client…
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— | ||||||||
| 67260 |
kicktipp-agent
Claim
MCP server for kicktipp.com that enables AI assistants to view match data, lead…
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— | ||||||||
| 67261 |
FastMCP MCP Server
Claim
A Model Context Protocol (MCP) server built with FastMCP that provides tools fo…
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— | ||||||||
| 67262 |
Kubeflow MCP Server
Claim
AI-powered interface for Kubeflow Training via MCP, enabling AI assistants to m…
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— | ||||||||
| 67263 |
Cabrini
Claim
Intelligence exchange for AI agents.
Contribute reasoning. Earn data. No keys r…
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— | ||||||||
| 67264 |
Testing Farm MCP Server
Claim
Analyzes Testing Farm jobs, checks job status, and investigates failures with d…
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— | ||||||||
| 67265 |
Fabits MCP Server
Claim
Enables investment in mutual funds through the Fabits MyWealth platform with na…
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— | ||||||||
| 67266 |
brkt-gdrive-mcp
Claim
MCP server for semantic search over Google Drive documents, enabling AI tools t…
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— | ||||||||
| 67267 |
local-rag
Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
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— | ||||||||
| 67268 |
nomos-slack-mcp
Claim
An MCP server that enables AI agents to read and write Slack messages as the us…
|
— | ||||||||
| 67269 |
Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-t…
|
— | ||||||||
| 67270 |
Debug microcontrollers directly from Claude. This is an MCP server that drives …
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— | ||||||||
| 67271 |
Enables AI-assisted MIDI music generation and composition through natural langu…
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— | ||||||||
| 67272 |
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
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— | ||||||||
| 67273 |
Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, …
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— | ||||||||
| 67274 |
opencode-cli-mcp
Claim
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
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— | ||||||||
| 67275 |
Shopify MCP Server
Claim
Enables interaction with Shopify store data through the GraphQL API, providing …
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— | ||||||||
| 67276 |
DevTime
Claim
Local-first, read-only MCP server for evidence-backed repository memory.
|
— | ||||||||
| 67277 |
Engram
Claim
A local-first memory MCP server that enables storing, searching, and managing p…
|
— | ||||||||
| 67278 |
opendrive-mcp-server
Claim
Enables querying OpenDRIVE road network files through structured MCP tools for …
|
— | ||||||||
| 67279 |
mcpfoundry
Claim
A CLI tool that generates production-ready MCP servers from databases or OpenAP…
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— | ||||||||
| 67280 |
Ambari MCP Server
Claim
Enables AI assistants to manage Apache Ambari clusters, including services, hos…
|
— | ||||||||
| 67281 |
merchant-catalog-mcp
Claim
A demonstration MCP server that exposes a mock merchant catalog with tools for …
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— | ||||||||
| 67282 |
Brewteco MCP Server
Claim
Integrates Brewteco APIs with AI assistants, enabling natural language queries …
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— | ||||||||
| 67283 |
qiaomu-llm-mcp
Claim
A local MCP gateway that unifies multiple LLM providers, API keys, routing, and…
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— | ||||||||
| 67284 |
memory-mcp
Claim
Enables reading, writing, and searching a local markdown-based memory store usi…
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— | ||||||||
| 67285 |
Jules MCP Server
Claim
Enables LLMs to create and manage Google Jules coding sessions programmatically.
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— | ||||||||
| 67286 |
Trust scoring API for AI agents. Evaluate the trustworthiness of any domain, UR…
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