MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41601 |
vibecheck
Claim
Agent-native "safe to ship?" security gate for AI-generated code. Uses real par…
|
— | ||||||||
| 41602 |
mcp-mgba
Claim
Drive the [mGBA](https://mgba.io) Game Boy Advance emulator from any MCP client…
|
— | ||||||||
| 41603 |
Capability router for autonomous agents. 12 MCP tools for discovery, registrati…
|
— | ||||||||
| 41604 |
apple-reminders-mcp
Claim
Manage Apple Reminders with natural language from any MCP client; supports addi…
|
— | ||||||||
| 41605 |
Compliance AIops
Claim
Compliance evidence from AIops audit trails: HIPAA/PCI/SOC2/GDPR, hash-chain-se…
|
— | ||||||||
| 41606 |
flomo-mcp
Claim
Enables writing and managing notes to flomo via MCP. Provides tools for creatin…
|
— | ||||||||
| 41607 |
re-triton
Claim
MCP server that exposes the Triton library for symbolic execution, taint analys…
|
— | ||||||||
| 41608 |
codex-mcp-agent
Claim
Enables Claude Code, Cursor, and other AI tools to call OpenAI Codex for task e…
|
— | ||||||||
| 41609 |
Argent
Claim
Enables AI assistants to interact with iOS Simulators and Android Emulators, al…
|
— | ||||||||
| 41610 |
fallreach-mcp
Claim
Exposes foldkit's 7-prime spine, κ-bands, and fold operations as MCP tools and …
|
— | ||||||||
| 41611 |
AutoCAD MCP Server
Claim
An MCP server that bridges Claude with AutoCAD, enabling to generate architectu…
|
— | ||||||||
| 41612 |
Horizun Revit MCP
Claim
Open-source MCP server for Autodesk Revit: typed BIM edits, families, exports a…
|
— | ||||||||
| 41613 |
自媒体文案助手 MCP Server
Claim
提供热点获取、图片分析和成品文案生成等MCP工具,帮助AI Agent直接生成小红书、抖音等平台的可复制粘贴文案。
|
— | ||||||||
| 41614 |
Norway payments for AI agents — cards / Klarna via Stripe. Never holds funds.
|
— | ||||||||
| 41615 |
Kommo CRM MCP Server
Claim
Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including lead…
|
— | ||||||||
| 41616 |
Fetches and filters posts from JSON Placeholder API by userId, with support for…
|
— | ||||||||
| 41617 |
mundigital
Claim
Exposes a public, read-only professional profile with tools to search resume ev…
|
— | ||||||||
| 41618 |
Ireland payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
|
— | ||||||||
| 41619 |
keboola-mcp-server
Claim
interact with Keboola Connection Data Platform. This server provides tools for …
|
— | ||||||||
| 41620 |
petmed MCP Server
Claim
Provides tools to search and read markdown wiki documents and find animal hospi…
|
— | ||||||||
| 41621 |
hippocampus-mcp
Claim
A personal memory MCP server that ingests AI agent conversation logs from multi…
|
— | ||||||||
| 41622 |
drawio-mcp-server
Claim
Enables AI agents to create, read, update, and delete Draw.io diagrams, allowin…
|
— | ||||||||
| 41623 |
mcp-feedback-pipe
Claim
Web-based feedback collection tool for MCP environments with Markdown, Mermaid …
|
— | ||||||||
| 41624 |
S.C.R.U.B.
Claim
A code quality MCP server with 22 tools for deterministic linting, formatting, …
|
— | ||||||||
| 41625 |
DeFi Llama MCP Server
Claim
Provides access to DeFi Llama's free API for querying protocol TVL, chain TVL, …
|
— | ||||||||
| 41626 |
Trust scoring API for AI agents. Evaluate the trustworthiness of any domain, UR…
|
— | ||||||||
| 41627 |
Jules MCP Server
Claim
Enables LLMs to create and manage Google Jules coding sessions programmatically.
|
— | ||||||||
| 41628 |
memory-mcp
Claim
Enables reading, writing, and searching a local markdown-based memory store usi…
|
— | ||||||||
| 41629 |
qiaomu-llm-mcp
Claim
A local MCP gateway that unifies multiple LLM providers, API keys, routing, and…
|
— | ||||||||
| 41630 |
Brewteco MCP Server
Claim
Integrates Brewteco APIs with AI assistants, enabling natural language queries …
|
— | ||||||||
| 41631 |
merchant-catalog-mcp
Claim
A demonstration MCP server that exposes a mock merchant catalog with tools for …
|
— | ||||||||
| 41632 |
Ambari MCP Server
Claim
Enables AI assistants to manage Apache Ambari clusters, including services, hos…
|
— | ||||||||
| 41633 |
mcpfoundry
Claim
A CLI tool that generates production-ready MCP servers from databases or OpenAP…
|
— | ||||||||
| 41634 |
opendrive-mcp-server
Claim
Enables querying OpenDRIVE road network files through structured MCP tools for …
|
— | ||||||||
| 41635 |
Engram
Claim
A local-first memory MCP server that enables storing, searching, and managing p…
|
— | ||||||||
| 41636 |
DevTime
Claim
Local-first, read-only MCP server for evidence-backed repository memory.
|
— | ||||||||
| 41637 |
Shopify MCP Server
Claim
Enables interaction with Shopify store data through the GraphQL API, providing …
|
— | ||||||||
| 41638 |
opencode-cli-mcp
Claim
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
|
— | ||||||||
| 41639 |
LNA-Report MCP Server
Claim
Enables AI agents to automatically analyze AWS LNA CSV data and generate compet…
|
— | ||||||||
| 41640 |
Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, …
|
— | ||||||||
| 41641 |
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
|
— | ||||||||
| 41642 |
Enables AI-assisted MIDI music generation and composition through natural langu…
|
— | ||||||||
| 41643 |
Debug microcontrollers directly from Claude. This is an MCP server that drives …
|
— | ||||||||
| 41644 |
Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-t…
|
— | ||||||||
| 41645 |
nomos-slack-mcp
Claim
An MCP server that enables AI agents to read and write Slack messages as the us…
|
— | ||||||||
| 41646 |
local-rag
Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
|
— | ||||||||
| 41647 |
brkt-gdrive-mcp
Claim
MCP server for semantic search over Google Drive documents, enabling AI tools t…
|
— | ||||||||
| 41648 |
Fabits MCP Server
Claim
Enables investment in mutual funds through the Fabits MyWealth platform with na…
|
— | ||||||||
| 41649 |
Testing Farm MCP Server
Claim
Analyzes Testing Farm jobs, checks job status, and investigates failures with d…
|
— | ||||||||
| 41650 |
Enable AI agents to perform advanced code search and querying across repositori…
|
— | ||||||||