MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54901 |
mcp-compliance-validator
Claim
A comprehensive security validation system for MCP server implementations, prov…
|
— | ||||||||
| 54902 |
core-agent-mcp
Claim
Remote execution layer for agentic systems exposing 64 production tools via MCP…
|
— | ||||||||
| 54903 |
Notion Uploader MCP
Claim
Enables uploading images and files to Notion pages from Cursor chat, supporting…
|
— | ||||||||
| 54904 |
Prompt Book Server
Claim
Manages AI prompts stored in Notion databases, enabling search, retrieval, and …
|
— | ||||||||
| 54905 |
@splice-cad/mcp
Claim
MCP server for Splice CAD cable assembly and wiring harness design tool. Enable…
|
— | ||||||||
| 54906 |
@node2flow/notion-mcp
Claim
MCP server for the Notion API, enabling management of pages, blocks, databases,…
|
— | ||||||||
| 54907 |
ignition-mcp
Claim
MCP server for Inductive Automation Ignition, enabling AI assistants to browse …
|
— | ||||||||
| 54908 |
Context Book
Claim
Stop re-explaining yourself to Agents. Give it the right context, right when ne…
|
— | ||||||||
| 54909 |
Google Business MCP
Claim
Read-only MCP server for Google Merchant Center, Google Search Console, Google …
|
— | ||||||||
| 54910 |
markfetch
Claim
Fetches any URL and returns clean markdown, using a real Chrome fingerprint to …
|
— | ||||||||
| 54911 |
mcp-tool-gateway
Claim
A secure tool-execution plane for agentic AI that enforces JWT authentication, …
|
— | ||||||||
| 54912 |
anythingllm-mcp
Claim
MCP server for AnythingLLM that enables AI document chat platform interaction w…
|
— | ||||||||
| 54913 |
elementor-cli
Claim
CLI and MCP server for reading and writing Elementor page data on WordPress.
|
— | ||||||||
| 54914 |
autoza-ireland
Claim
Irish used-car market MCP: search listings, stats, dealers & model guides via a…
|
— | ||||||||
| 54915 |
music-digger-mcp
Claim
Control Apple Music via natural language from Claude Code, with the ability to …
|
— | ||||||||
| 54916 |
cf-mcp-orange
Claim
A complete, all-in-one MCP server for Codeforces, enabling AI assistants to acc…
|
— | ||||||||
| 54917 |
Calendar MCP Server
Claim
A Model Context Protocol (MCP) server for Google Calendar integration in Claude…
|
— | ||||||||
| 54918 |
Gmail MCP Server
Claim
A Node.js server that connects MCP to Gmail, enabling LLMs to send, read, and m…
|
— | ||||||||
| 54919 |
unity-kb-mcp
Claim
An MCP Server that provides Retrieval-Augmented Generation (RAG) capabilities t…
|
— | ||||||||
| 54920 |
mcp-read-only-grafana
Claim
A secure MCP server for Grafana that provides read-only access by default, with…
|
— | ||||||||
| 54921 |
uk-ai-act-mcp
Claim
UK AI regulation compliance tools for AI agents. Capabilities: UK risk classifi…
|
— | ||||||||
| 54922 |
ContainMind
Claim
Enables AI assistants to manage and analyze containers across Docker and Podman…
|
— | ||||||||
| 54923 |
mcp-bash
Claim
Enables execution of bash commands via MCP, allowing clients to run shell comma…
|
— | ||||||||
| 54924 |
test-mcp
Claim
A minimal test MCP server built with TypeScript, demonstrating basic Model Cont…
|
— | ||||||||
| 54925 |
Inspector Jake
Claim
Connects AI assistants to Chrome DevTools, enabling page inspection via ARIA tr…
|
— | ||||||||
| 54926 |
chrome-bridge-mcp
Claim
Bridges AI agents (Codex, Claude Code) with a real Chrome session via CDP, enab…
|
— | ||||||||
| 54927 |
ossec-mcp
Claim
MCP server that exposes OSSEC HIDS security monitoring capabilities as tools, r…
|
— | ||||||||
| 54928 |
slsk-mcp
Claim
An MCP server that enables AI assistants to log into Soulseek, search the netwo…
|
— | ||||||||
| 54929 |
pulse-mcp
Claim
Free MCP server for fetching social media metrics (views, likes, comments) from…
|
— | ||||||||
| 54930 |
Cabrini Market Data
Claim
US equity data for AI agents — 23 years intraday + daily, SEC filings. x402 USD…
|
— | ||||||||
| 54931 |
mcp-memory-server
Claim
A persistent semantic memory layer for AI coding agents, enabling storage and r…
|
— | ||||||||
| 54932 |
mysql-mcp
Claim
Enables AI agents to query and manage MySQL databases through a structured MCP …
|
— | ||||||||
| 54933 |
AI-OdooFinder
Claim
Enables LLMs to search Odoo modules in OCA repositories using hybrid search (se…
|
— | ||||||||
| 54934 |
MAS GitHub Analyzer
Claim
Provides code auditing tools including repository cloning, AST analysis, securi…
|
— | ||||||||
| 54935 |
sn-mcp-bridge
Claim
A lightweight MCP server that gives AI coding assistants full development capab…
|
— | ||||||||
| 54936 |
agentctx
Claim
Enables MCP-capable agents to retrieve live, task-scoped context from a curated…
|
— | ||||||||
| 54937 |
tero-mcp-lite
Claim
A lightweight MCP server that enables querying a project's corpus (docs, decisi…
|
— | ||||||||
| 54938 |
Loppee
Claim
Agent-first US business trust registry with neutral Trust Cards and local searc…
|
— | ||||||||
| 54939 |
APIWeaver
Claim
Dynamically creates MCP servers from web API configurations, enabling AI assist…
|
— | ||||||||
| 54940 |
mcp-doorman
Claim
A drop-in proxy that guards MCP servers with policy enforcement, secret redacti…
|
— | ||||||||
| 54941 |
brand-voice-mcp
Claim
Enforces brand writing guidelines in Claude Code by analyzing Markdown files fo…
|
— | ||||||||
| 54942 |
OpenAI Ads MCP
Claim
Enables management of OpenAI Ads campaigns, ad groups, ads, and insights throug…
|
— | ||||||||
| 54943 |
cql-mcp
Claim
Enables interaction with Cassandra/Scylla databases via CQL, supporting read-on…
|
— | ||||||||
| 54944 |
Ultiplace
Claim
Create and manage virtual trade shows (halls, stands, conferences) and referenc…
|
— | ||||||||
| 54945 |
telldone
Claim
|
— | ||||||||
| 54946 |
zk-circuit-auditor-mcp
Claim
An MCP server that audits zero-knowledge circuits (Circom, Noir, Halo2) for sou…
|
— | ||||||||
| 54947 |
Enables AI agents to interact with a persistent knowledge graph backend using M…
|
— | ||||||||
| 54948 |
RMV MCP Server
Claim
Enables querying nearby stations and departure boards using the RMV public tran…
|
— | ||||||||
| 54949 |
MCP Gateway
Claim
Lightweight Model Context Protocol gateway that exposes one entry point for mul…
|
— | ||||||||
| 54950 |
Drive a running Ikenga desktop app from MCP clients — DOM, click, type, navigat…
|
— | ||||||||