MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45301 |
MCPSentry
Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
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| 45302 |
Allora MCP Server
Claim
Enables AI systems to fetch machine learning inferences and prediction market d…
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| 45303 |
multi-gmail-mcp
Claim
Multi-account Gmail MCP server that lets assistants scan inbox, read threads, d…
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| 45304 |
LegalContext
Claim
Enables secure access to legal documents from Clio via Claude Desktop, with loc…
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| 45305 |
Document OCR MCP Server
Claim
An AI-powered MCP server that extracts structured data from Indian identity doc…
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| 45306 |
DorkFiMCP
Claim
Enables interaction with the DorkFi lending protocol on Voi and Algorand, suppo…
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| 45307 |
Airlock MCP
Claim
Enables AI agents to install and bootstrap projects using Airlock Smith, a guid…
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| 45308 |
mcp-auth-proxy
Claim
Bridges stdio-based LLM harnesses to OAuth-protected remote MCP servers via Str…
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| 45309 |
solidworks-mcp-pro
Claim
Enables connecting MCP clients to local SolidWorks for automated 3D part creati…
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| 45310 |
LingoChunk MCP
Claim
Turns a coding agent into a language tutor grounded in your LingoChunk listenin…
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| 45311 |
STEPhie MCP Server
Claim
MCP server for STEPhie tools, providing secure access to publisher data and ad …
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| 45312 |
decisio-mcp-server
Claim
Enables AI assistants to perform structured decision-making using the Analytic …
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| 45313 |
MCP France Geo
Claim
Provides French address data from DVF, Géorisques, and SSMSI sources, including…
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| 45314 |
A Python-based MCP server that integrates Google Docs and Gmail, allowing appen…
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| 45315 |
mcp-server-python
Claim
A Python MCP server providing AI agents with tools for local knowledge base sea…
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| 45316 |
partner-center-mcp
Claim
An MCP server that helps you build against the Partner Center REST API, providi…
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| 45317 |
ifieldsgood
Claim
แผนการปรับแต่ง: ระบบอัตโนมัติในการกรอกแบบฟอร์ม PDF
กรณีการใช้งานเป้าหมาย (6): การ…
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| 45318 |
RSpace MCP Server
Claim
Exposes RSpace API endpoints to LLM agents using the Model Context Protocol.
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| 45319 |
purplemux-mcp
Claim
Controls local purplemux (tmux + LLM workspace manager) from Claude Code/Codex,…
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| 45320 |
Scryfall MCP Server
Claim
Provides AI assistants with access to Magic: The Gathering card data via Scryfa…
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| 45321 |
smriti-memcore
Claim
A neuro-inspired long-term memory architecture for AI agents.
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| 45322 |
tabby-mcp
Claim
Enables interaction with Tabby BNPL platform for managing checkout sessions, pa…
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| 45323 |
kr-gov-job-mcp
Claim
This MCP server helps users prepare for Korean public institution jobs by integ…
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| 45324 |
jira-full-mcp
Claim
A local MCP server for administering Atlassian Cloud Assets and Jira, providing…
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| 45325 |
pyhood-mcp
Claim
Connect your Robinhood account to Claude Code (or any MCP client) for conversat…
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| 45326 |
Relay MCP Server
Claim
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
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| 45327 |
wigolo
Claim
Provides local-first web intelligence over MCP with tools for search, fetch, cr…
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| 45328 |
GoPeak
Claim
Enables AI assistants to edit, run, inspect, and fix Godot 4 projects through a…
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| 45329 |
tiktapdown-mcp
Claim
TikTok creator toolkit MCP — download videos without watermark, get curated 15-…
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| 45330 |
bhe_mcp
Claim
Connects LLMs to BloodHound Enterprise for natural language attack path analysi…
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| 45331 |
simple_mcp_demo
Claim
A secure, local communication runtime bridge that interfaces a cloud-based Larg…
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| 45332 |
my-first-mcp
Claim
A local MCP server that connects Claude Desktop to execute custom local code, s…
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| 45333 |
doc-splitter
Claim
Conceptual document splitter that parses PDF/DOCX into study-sized chunks with …
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| 45334 |
mcp-bundestag-de
Claim
Enables searching and retrieving documents, activities, and plenary protocols f…
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| 45335 |
ComfyUI-Agent-Bridge
Claim
Enables an external coding agent to exchange text and images with ComfyUI workf…
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| 45336 |
wxpush-mcp
Claim
Wraps WeChat push capability as MCP tools, allowing users to send WeChat templa…
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| 45337 |
consulting-mcp-server
Claim
Exposes RAG and document intelligence pipelines as 8 composable tools for MCP-c…
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| 45338 |
UniFi Network MCP Server
Claim
Exposes the UniFi Network Integration API as tools for managing sites, devices,…
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| 45339 |
Spaceflight News MCP
Claim
Enables AI agents to access spaceflight news data through the Pipeworx MCP gate…
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| 45340 |
x402 Notary MCP
Claim
Cryptographic receipts for AI outputs — signed, chain-anchored, $0.001/call
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| 45341 |
CLAWD Wallet
Claim
A unified MCP server providing x402 payments, TAP identity verification, referr…
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| 45342 |
mcp-keycloak
Claim
A Model Context Protocol (MCP) server that provides a natural language interfac…
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| 45343 |
cos MCP server
Claim
Enables container orchestration on the local Docker daemon, allowing management…
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| 45344 |
ServalSheets
Claim
Production-grade Google Sheets MCP server with 25 tools, 410 actions, safety ra…
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| 45345 |
canvas-mcp
Claim
Enables AI agents to interact with Canvas LMS via its REST API for reading cour…
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| 45346 |
dataverse-mcp-server
Claim
MCP server for Microsoft Dataverse API with safe-by-default configuration. Work…
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| 45347 |
antibrowser-mcp
Claim
Enables LLM agents to browse and interact with web pages using a stealth Chromi…
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| 45348 |
An AI-powered documentation navigator that enables intelligent search, summariz…
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| 45349 |
DefiLlama MCP Server
Claim
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
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| 45350 |
mache
Claim
IDE-style navigation for structured data — code, JSON, YAML. Jump to definition…
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