MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 1 hour, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59951 |
Find and research people across LinkedIn, Instagram, and the open web. Search w…
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| 59952 |
open-brain
Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
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| 59953 |
PDF Reader
Claim
MCP server for extracting text, images, tables, links, annotations, and metadat…
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| 59954 |
Provides real-time access to Japanese building standards laws and regulations f…
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| 59955 |
The immutable delegation frame for AI agents: gate any sensitive action, human-…
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| 59956 |
Query the official Spanish medicines database (AEMPS CIMA) for authorized medic…
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| 59957 |
MCP server for waveStreamer — the premier platform where AI forecasts the futur…
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| 59958 |
Apache Beam MCP Server
Claim
Enables AI-controlled management of Apache Beam data pipelines across different…
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| 59959 |
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
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| 59960 |
TDPilot
Claim
An MCP server for TouchDesigner that lets AI agents inspect, build, wire, optim…
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| 59961 |
mcp-security-toolkit
Claim
An MCP server that wraps Trivy and Gitleaks to provide file system vulnerabilit…
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| 59962 |
mcp-catalogueoflife
Claim
Enables queries about global taxonomic data, including scientific name matching…
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| 59963 |
gmail-mcp1
Claim
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| 59964 |
coze-mcp-server
Claim
A Model Context Protocol server that provides Coze resources and tools for mana…
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| 59965 |
MCP Demo Server
Claim
Model Context Protocol (MCP) server implementation demonstrating production-rea…
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| 59966 |
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
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| 59967 |
mcp-selenium-python
Claim
Enables LLMs to automate browser tasks (navigation, clicks, text input) via Sel…
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| 59968 |
Ask on Slack MCP Server
Claim
Enables AI assistants to request information and clarification from humans via …
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| 59969 |
S.C.R.U.B.
Claim
A code quality MCP server with 22 tools for deterministic linting, formatting, …
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| 59970 |
matryca-plumber
Claim
local-first background AI daemon for Logseq OG. Turns your notes into an agenti…
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| 59971 |
large-repo-mcp-server
Claim
A stdio-based MCP server for fast, bounded search and navigation of large code …
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| 59972 |
coherence-mcp-server
Claim
Enables AI agents to interact with the Coherence Network platform, allowing the…
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| 59973 |
Ableton MCP
Claim
Enables full control of Ableton Live from AI assistants, including transport, t…
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| 59974 |
LATAM Intelligence MCP
Claim
Provides business intelligence, compliance tools, and economic data for Latin A…
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| 59975 |
A-Eyes
Claim
MCP server enabling Claude Code to capture screenshots of Windows applications …
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| 59976 |
claude-bridge
Claim
An MCP server that lets host-side Claude Cowork dispatch work into Claude Code …
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| 59977 |
Weather MCP Server
Claim
Enables real-time weather queries for global cities via natural language, with …
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| 59978 |
Shannon Lite MCP
Claim
MCP server for Shannon Lite security workflows, enabling configuration, scan or…
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| 59979 |
rdap-mcp-server
Claim
Model Context Protocol server to look up domain names and IPs using RDAP.
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| 59980 |
Enterprise-grade MCP server integrating Claude AI capabilities, enabling AI-pow…
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| 59981 |
veragent-mcp
Claim
Enables checking trust of MCP tools before installation, listing trusted tools,…
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| 59982 |
mcp-server-fanqie
Claim
Enables searching and reading novels from FanQie Novel platform through MCP, su…
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| 59983 |
Query school vacation calendars for Belgium, Netherlands, and Luxembourg (2019-…
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| 59984 |
Demonstrates building an MCP server with Python, exposing tools like web search…
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| 59985 |
mcp-google-oauth
Claim
A remote MCP server with Google OAuth authentication, deployable to Cloudflare …
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| 59986 |
interview-mcp-server
Claim
Intelligent interview assistant that parses resumes, generates interview questi…
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| 59987 |
embodied_arm_mcp
Claim
MCP server for voice-controlled 6DOF robotic arm, exposing tools like move_to, …
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| 59988 |
Capacities MCP Server
Claim
Enables search, content creation, weblink saving, and knowledge base analysis w…
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| 59989 |
Renfe MCP Server
Claim
Enables querying Renfe train schedules, checking prices, and finding stations a…
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| 59990 |
Secure MCP Server
Claim
Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
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| 59991 |
Schedule Docker builds via Windows Task Scheduler — survives VS Code terminal t…
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| 59992 |
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
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| 59993 |
Book Houston magician and mentalist Rick Hebert for corporate events, weddings,…
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