MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36551 |
Enables AI assistants to query and interact with a graph database of markdown n…
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| 36552 |
distillory
Claim
Local-first memory engine that synthesizes entity profiles at ingestion. Enable…
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| 36553 |
Actenon Kernel
Claim
Verify consequential AI actions before they execute.
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| 36554 |
Zileo Docs
Claim
MCP server for indexing, semantic search, and generation of multi-format docume…
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| 36555 |
mcp-govern
Claim
MCP server for investigating public transparency and detecting corruption patte…
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| 36556 |
webhook.co
Claim
Receive, inspect, replay and deliver webhooks — with signature verification and…
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| 36557 |
Jokes MCP Server
Claim
Deploys a joke-telling MCP server on Azure and integrates it with Microsoft Cop…
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| 36558 |
mcp-release-guardian
Claim
Validates release hygiene in local repositories with network-free, read-only to…
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| 36559 |
Enables interaction with Yahoo Fantasy Sports API for fantasy baseball, providi…
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| 36560 |
OpenData MCP
Claim
OpenData MCP는 표준화된 MCP 인터페이스를 통해 공공데이터 자원에 대한 접근을 제공합니다. 키워드 검색으로 API 목록을 조회하고,…
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| 36561 |
Artifex MCP
Claim
Enables AI image generation via Antigravity (Google Gemini) and OpenAI DALL-E 3…
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| 36562 |
Onshape MCP Server
Claim
Enables programmatic CAD modeling with Onshape's REST API, offering 45 tools fo…
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| 36563 |
Vertical Marketplace
Claim
Agent-to-agent marketplace: AI agents list and buy data, services and compute. …
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| 36564 |
XRefKit MCP
Claim
Read-only MCP server that serves inactive definitions from XRefKit repositories…
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| 36565 |
imail-mcp
Claim
MCP server that connects Claude to iCloud Mail, enabling reading, searching, se…
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| 36566 |
wazza-mcp-test-server
Claim
A simple HTTP server to validate MCP infrastructure for the Wazza MCP client, e…
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| 36567 |
hub
Claim
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| 36568 |
leafwright
Claim
Render HTML, URLs, and templates to PDF. AI drafts templates and fixes them fro…
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| 36569 |
Enables AI agents to interact with a persistent knowledge graph backend using M…
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| 36570 |
Minimal MCP server for Ghost Security API - compatible with all MCP clients
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| 36571 |
cdes-mcp-server
Claim
Exposes Cannabis Data Exchange Standard (CDES) v1 JSON schemas, reference data …
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| 36572 |
outlook-triage-mcp
Claim
MCP server that connects Claude to Microsoft 365 mail for inbox triage, search,…
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| 36573 |
datagovin-mcp-server
Claim
Exposes India's open government data (data.gov.in) APIs via the Model Context P…
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| 36574 |
MS SQL MCP Server
Claim
A bridge that allows AI assistants like Claude to directly query and explore Mi…
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| 36575 |
csf
Claim
NIST CSF 2.0 - Professional cybersecurity framework with 35 tools and 12 prompts
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| 36576 |
Samantha
Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
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| 36577 |
MCP server for fraud detection using machine learning, behavioral biometrics, a…
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| 36578 |
oss-issues-mcp
Claim
MCP server with derived GitHub issue tools: normalized fetch, new-issue watch, …
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| 36579 |
ConsumerSim MCP Proxy
Claim
Exposes forecast lookup tools for consumer spending predictions across regions …
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| 36580 |
Enables access to Apollo's tools and services through a standardized MCP interf…
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| 36581 |
botverse
Claim
Transcode video, convert docs & transcribe audio for AI agents. Free $1 trial, …
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| 36582 |
code-intel
Claim
Provides semantic code search and code insights via a knowledge graph, enabling…
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| 36583 |
AirTrail MCP Server
Claim
Enables AI assistants to manage a self-hosted AirTrail flight tracking instance…
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| 36584 |
mcp-server
Claim
Operating contracts for AI agents. Structured instructions compiled into system…
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| 36585 |
Boletín Claro
Claim
Subvenciones, licitaciones y boletines oficiales de España y Europa para tu IA.…
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| 36586 |
@image-converter/mcp
Claim
An MCP server for converting images to AVIF and WebP formats using ImageMagick,…
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| 36587 |
ComfyUI MCP Server
Claim
Enables AI assistants to interact with local ComfyUI installations to list node…
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| 36588 |
max-mcp
Claim
An MCP server for the MAX Exchange (MaiCoin) V3 REST API, enabling market data …
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| 36589 |
NarrateAI
Claim
Stop recording your voice. NarrateAI adds professional voiceover to silent scre…
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| 36590 |
discord-mcp
Claim
Enables Claude to manage Discord servers through the Discord API, supporting se…
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| 36591 |
mcp-server-syncthing
Claim
Enables monitoring and control of Syncthing via its REST API, including status,…
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| 36592 |
Myelin
Claim
Myelin provides persistent, brain-inspired memory for AI agents, enabling cross…
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| 36593 |
@parserelay/mcp
Claim
Enables document parsing into structured, confidence-scored fields via the scan…
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| 36594 |
av1
Claim
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| 36595 |
Nettskjema MCP Server
Claim
Enables interaction with Nettskjema forms, submissions, invitations, and data e…
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| 36596 |
Chroma MCP Server
Claim
A Model Context Protocol server for Chroma, enabling AI models to create collec…
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| 36597 |
My Next Adventure
Claim
Create trips, compare variants side by side, and add accommodation, transport a…
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| 36598 |
MCP YouTube-DLP
Claim
Provides tools for downloading YouTube videos and audio using yt-dlp, enabling …
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| 36599 |
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
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| 36600 |
Quick Demo MCP Server
Claim
A simple MCP server that provides a tool to get the current server time and a r…
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