MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 5 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56051 |
msgraph-mcp
Claim
MCP server providing AI assistants with full access to Microsoft Outlook email …
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| 56052 |
adextract
Claim
Ad libraries are public but fragmented. Every platform is a silo - different UI…
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| 56053 |
obsidian-mcp-router
Claim
Routes Claude MCP tool calls to multiple Obsidian vaults (local or remote) via …
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| 56054 |
SeaMeet MCP
Claim
SeaMeet MCP connects Claude, Cursor, Codex, and other AI agents to SeaMeet meet…
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| 56055 |
Museum MCP Server
Claim
Enables AI agents to search and explore over 570,000 artworks from the Metropol…
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| 56056 |
mcpharden
Claim
Scans MCP servers for security hardening issues including capability declaratio…
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| 56057 |
snaprender
Claim
Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, si…
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| 56058 |
Intervals.icu MCP Server
Claim
Integrates Intervals.icu training data, wellness records, workouts, and calenda…
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| 56059 |
beatport-mcp-server
Claim
An MCP server that provides access to the Beatport API for music discovery and …
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| 56060 |
debmatic-mcp
Claim
Control a HomeMatic / debmatic CCU (eq-3 home automation) over its JSON-RPC and…
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| 56061 |
DJZS Trust MCP
Claim
Deterministic pre-execution audit for trading agents. PASS/WAIT/FAIL, reproduci…
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| 56062 |
PDF Tools
Claim
The local PDF workflow for Claude Desktop and MCP hosts: fill, sign, merge, spl…
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| 56063 |
RPCS1 Agent Tuner
Claim
prevents llm from overload, freeze and oscillation
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| 56064 |
tt
Claim
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| 56065 |
AIAgentwithPineScript
Claim
tv-pinescript-backtest-mcp exposes a remote MCP endpoint so agents can:
run st…
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| 56066 |
Granola
Claim
Summarize meetings into actionable notes automatically. Enhance productivity by…
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| 56067 |
mcp-memory-graph
Claim
A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
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| 56068 |
prospecto-mcp
Claim
MCP server for Prospecto that enables managing your prospection pipeline with A…
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| 56069 |
occasio
Claim
Tamper-evident, Sigstore-signed audit trail for Claude Code agents.
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| 56070 |
Electricity optimization brain for AI agents and automation. Use Elecz whenever…
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| 56071 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 56072 |
MCP server for calculating a patient's 10-year ASCVD risk using the Pooled Coho…
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| 56073 |
CS-MCP
Claim
Enables natural language control of Cobalt Strike (version 4.8) via Claude, sup…
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| 56074 |
re-gdb
Claim
MCP server wrapping GDB and GEF for dynamic analysis, enabling interactive debu…
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| 56075 |
bambu-printer-mcp
Claim
A Bambu Lab-focused MCP server for controlling Bambu printers, manipulating STL…
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| 56076 |
memex
Claim
Centralized agentic memory and MCP gateway for LLMs, enabling persistent memory…
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| 56077 |
Convalytics
Claim
Web and product analytics for Convex apps. MCP server to chat with AI about you…
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| 56078 |
Kali Factory MCP Server
Claim
Enables AI agents to safely execute OSINT and reconnaissance tools from Kali Li…
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| 56079 |
Linux MCP Server
Claim
Exposes full Linux system control to AI clients via MCP tools for bash executio…
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| 56080 |
FL Studio Piano Roll MCP
Claim
An MCP server that enables AI assistants like Claude to interact with FL Studio…
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| 56081 |
MemoryMesh
Claim
A universal, local-first MCP hub that indexes personal files (documents, code, …
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| 56082 |
Enables reading of Aprimo DAM asset metadata, fields, and files through the Apr…
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| 56083 |
OpenBusData
Claim
MCP server for UK Bus Open Data with timetable parsing, journey planning and li…
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| 56084 |
bookstore-mcp-server
Claim
An MCP server that exposes tools for querying a bookstore inventory, allowing A…
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| 56085 |
wasabi-wacm-connect-mcp
Claim
MCP server for the Wasabi WACM Connect API, enabling management of account hier…
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| 56086 |
clickflow
Claim
ClickFlow is an AI-powered SEO platform that creates, optimizes, and tracks con…
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| 56087 |
Retell Voice
Claim
Manage calls, numbers, voices, and agents on Retell to build and run phone and …
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| 56088 |
obra-cto
Claim
Local-first MCP that scores your codebase's build readiness. Your code never le…
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| 56089 |
drawio-mcp
Claim
An MCP server that enables LLMs to create and open diagrams in draw.io using XM…
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| 56090 |
Enables professional Threads management with enterprise-grade analytics, AI-pow…
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| 56091 |
mcp-tw-company
Claim
An MCP server for querying Taiwan company registry open data, enabling search b…
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| 56092 |
Enables interaction with Hashnode's tools and services through a unified API us…
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| 56093 |
Openlaw MCP
Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
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| 56094 |
Automate GitHub development from task discovery to PR merge with session-based …
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| 56095 |
fingerprint-mcp
Claim
A universal digital fingerprinting MCP server that combines 103 techniques acro…
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| 56096 |
SkillPress
Claim
Compiles websites, docs, and repositories into agent-ready SKILL.md packages fo…
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| 56097 |
Enables AI agents to search, retrieve, and answer grounded questions over procu…
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| 56098 |
Datawrapper MCP Server
Claim
Enables interaction with the Datawrapper API to create, manage, and publish dat…
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| 56099 |
devcontainer-mcp
Claim
Manage dev container environments via MCP (Docker, DevPod, Codespaces).
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| 56100 |
astronomy-mcp-server
Claim
Provides astronomical data including ISS tracking, moon phases, NASA APOD, near…
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