MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43201 |
agentic-patterns
Claim
Exposes the Agentic Patterns Catalog as MCP resources and tools for AI coding a…
|
— | ||||||||
| 43202 |
Piriod MCP Server
Claim
Connects Claude with Piriod.com API to manage invoicing and payments, enabling …
|
— | ||||||||
| 43203 |
ActiveCampaign MCP
Claim
Enables natural language interaction with the full ActiveCampaign account API, …
|
— | ||||||||
| 43204 |
Groundcheck
Claim
Verifies factual claims against live sources and returns a verdict, confidence …
|
— | ||||||||
| 43205 |
lark-mcp
Claim
Integrates Feishu/Lark OpenAPI as MCP tools, enabling AI assistants to automate…
|
— | ||||||||
| 43206 |
task-mcp-node
Claim
A simple MCP server for managing tasks via a local JSON file, demonstrating res…
|
— | ||||||||
| 43207 |
Context Coder MCP
Claim
Loads entire codebase into LLM context for AI-assisted code understanding and e…
|
— | ||||||||
| 43208 |
GitHub Actions Audit
Claim
GitHub Actions workflow security audit - 21 checks: pinning, permissions, secre…
|
— | ||||||||
| 43209 |
discord-mcp
Claim
MCP server for interacting with Discord via REST API, enabling guild, channel, …
|
— | ||||||||
| 43210 |
Search MCP Server
Claim
A Node.js MCP server providing browser search and web page access capabilities,…
|
— | ||||||||
| 43211 |
Proton Drive MCP
Claim
MCP server that provides full access to Proton Drive via Claude Desktop or CLI,…
|
— | ||||||||
| 43212 |
Jira Enterprise MCP
Claim
Small MCP server for connecting to enterprise Jira using a personal access toke…
|
— | ||||||||
| 43213 |
Fursat
Claim
AI-bookable curated vacation homes in Northeast India and the Himalayas. Book o…
|
— | ||||||||
| 43214 |
Env Validator
Claim
An MCP (Model Context Protocol) server that inspects your local development env…
|
— | ||||||||
| 43215 |
Curie Commerce
Claim
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
|
— | ||||||||
| 43216 |
LangChain MCP Demo
Claim
Enables grounding AI responses in a local document corpus by exposing MCP tools…
|
— | ||||||||
| 43217 |
TcpSocketMCP
Claim
Enables AI models to interact directly with network services via raw TCP socket…
|
— | ||||||||
| 43218 |
packet-tracer-mcp
Claim
Enables AI agents to control Cisco Packet Tracer in real time, allowing natural…
|
— | ||||||||
| 43219 |
Perseus Vault
Claim
An encrypted, local-first memory server for AI agents that uses SQLite + FTS5 h…
|
— | ||||||||
| 43220 |
abr-mcp
Claim
Enables querying and searching the Japanese Address Base Registry (ABR) data de…
|
— | ||||||||
| 43221 |
claude-tmux-bridge
Claim
An MCP server that connects Claude Desktop to an interactive Claude Code sessio…
|
— | ||||||||
| 43222 |
congatudo_mcp
Claim
Enables AI agents to control a Cecotec Conga robot vacuum via 26 tools for stat…
|
— | ||||||||
| 43223 |
Code of Paper
Claim
Find GitHub implementations of arXiv research papers — paper lookup, ranked cod…
|
— | ||||||||
| 43224 |
Safie API MCP Server
Claim
Enables to retrieve device information, images, media, location, thumbnails, an…
|
— | ||||||||
| 43225 |
Skill Context Manager
Claim
Provides context-aware skill selection for AI agents, reducing token usage by 8…
|
— | ||||||||
| 43226 |
MCP Claude Hacker News
Claim
Enables Claude Desktop to interact with Hacker News, fetching articles, searchi…
|
— | ||||||||
| 43227 |
IBKR-MCP-Server
Claim
MCP server for Interactive Brokers TWS API that enables AI assistants to retrie…
|
— | ||||||||
| 43228 |
gramps-ez-mcp
Claim
Enables natural language queries about family tree data from a Gramps genealogy…
|
— | ||||||||
| 43229 |
Screen Vision MCP Server
Claim
Enables Claude to capture screenshots, watch your screen in real-time, read tex…
|
— | ||||||||
| 43230 |
booking_chest
Claim
MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…
|
— | ||||||||
| 43231 |
proofhub-mcp
Claim
A zero-dependency MCP server for ProofHub that provides tools to manage tasks, …
|
— | ||||||||
| 43232 |
uspto-crawler-mcp
Claim
A specialized web crawler and scraper for the US Patent and Trademark Office (U…
|
— | ||||||||
| 43233 |
Bitunix MCP
Claim
Enables Claude Code to trade on BitUnix exchange via the MCP protocol, supporti…
|
— | ||||||||
| 43234 |
Sipflow
Claim
SIP/VoIP/telecom grounding for AI agents: vendor docs, RFCs, STIR/SHAKEN, trace…
|
— | ||||||||
| 43235 |
NetLogo MCP
Claim
Create, run, and analyze NetLogo agent-based models through natural conversation
|
— | ||||||||
| 43236 |
Enables AI assistants to build Microsoft 365 Copilot agents by executing ATK CL…
|
— | ||||||||
| 43237 |
Nimrod Research
Claim
Web research for agents: quality-scored Google search, webpage extraction, and …
|
— | ||||||||
| 43238 |
opzyai
Claim
Local-first security check for AI coding agents — finds hardcoded secrets, expo…
|
— | ||||||||
| 43239 |
OpenXE MCP Server
Claim
Connects OpenXE ERP with AI assistants via MCP, enabling natural language queri…
|
— | ||||||||
| 43240 |
Coffer MCP
Claim
Credential vault for LLM agents that stores credentials encrypted and exposes M…
|
— | ||||||||
| 43241 |
MCP OpenDART
Claim
Enables AI assistants to access South Korea's financial disclosure system (Open…
|
— | ||||||||
| 43242 |
Radius MCP Server
Claim
Enables AI agents to authenticate users, manage calendar events, create meeting…
|
— | ||||||||
| 43243 |
finance-intelligence-mcp
Claim
Personal finance MCP server with budgeting, analytics, and PostgreSQL.
|
— | ||||||||
| 43244 |
aegis
Claim
MCP server for auditing AI agent permissions and access by scanning for the tri…
|
— | ||||||||
| 43245 |
mcp-brain-manager
Claim
An intelligent context management layer for the Brain Knowledge Management Syst…
|
— | ||||||||
| 43246 |
Enables managing your Starlink terminal fleet through Claude AI using the Starl…
|
— | ||||||||
| 43247 |
ios_migration_mcp
Claim
MCP服务器用于扫描iOS项目,生成改造计划和Cursor规则,帮助开发者逐步优化代码迁移。
|
— | ||||||||
| 43248 |
oecd-search
Claim
Discover OECD datasets and indicators, and browse categories across economy, he…
|
— | ||||||||
| 43249 |
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
|
— | ||||||||
| 43250 |
PyAutoGUI-MCP
Claim
Exposes PyAutoGUI desktop automation functions as MCP tools, enabling mouse con…
|
— | ||||||||