MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 6 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64401 |
proxmox-mcp
Claim
Enables LLM agents to monitor and manage a Proxmox VE cluster, including cluste…
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| 64402 |
mcp-memori
Claim
With Memori's MCP server, your agent can retrieve relevant memories before answ…
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| 64403 |
Chit Chats MCP Server
Claim
An MCP server for the Chit Chats shipping API that enables shipment management,…
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| 64404 |
An MCP server that lets you log meals through Claude (and soon ChatGPT) in plai…
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| 64405 |
Integrates Shaka Packager with Claude to enable video analysis, transcoding, an…
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| 64406 |
Canva MCP Server
Claim
A Model Context Protocol (MCP) server for Canva integration. Connect Claude Cod…
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| 64407 |
ContextBuilder (ctx)
Claim
A Context-as-a-Service MCP server that maintains structured, graph-based contex…
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| 64408 |
kusto-mcp
Claim
Enables AI assistants to query Azure Data Explorer using natural language, elim…
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| 64409 |
ProxyBase MCP
Claim
Give AI Agents Residential SOCKS5 Passports to Bypass Bot Defenses.
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| 64410 |
Invompt MCP
Claim
Enables users to interact with Invompt's public invoice API to draft and create…
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| 64411 |
pain001-mcp
Claim
A Model Context Protocol server that exposes the pain001 ISO 20022 Customer Cre…
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| 64412 |
agy-mcp
Claim
Wraps Google Antigravity CLI into 11 typed MCP tools, enabling any MCP client t…
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| 64413 |
Extract DSL from MasterGo design files to analyze structure and generate accura…
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| 64414 |
agentwikis-mcp
Claim
Provides read-only access to curated, agent-readable knowledge bases from Agent…
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| 64415 |
flatten-mcp
Claim
Flatten Claude Code sessions: keep every prompt verbatim, resume at a lower tok…
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| 64416 |
Cortex
Claim
Enforces structured, evidence-guided software engineering tasks with cognitive …
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| 64417 |
Supabase MCP HTTP Server
Claim
Provides 43 tools for complete Supabase control including database operations, …
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| 64418 |
Airlock
Claim
A redaction engine and MCP server that scrubs sensitive identifiers (AWS keys, …
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| 64419 |
otp-mcp-server
Claim
Public MCP for OTP (orgtp.com). Query cross-org best practices, learnings, publ…
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| 64420 |
conda-meta-mcp
Claim
An MCP server that exposes authoritative, read-only Conda ecosystem metadata fo…
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| 64421 |
Moka MCP Server
Claim
Enables AI assistants to query Moka recruitment system data including candidate…
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| 64422 |
clarity-mcp
Claim
MCP server for Microsoft Clarity Data Export API, providing tools to retrieve t…
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| 64423 |
super-loop-mcp
Claim
A referee for self-improving AI agent loops that mines past sessions for effect…
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| 64424 |
mineru-mcp
Claim
MCP server for parsing PDF, images, and Office documents into Markdown using Mi…
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| 64425 |
statuscraft
Claim
MCP server that checks the live status of 3831 software services in real time. …
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| 64426 |
vworld-mcp
Claim
Enables to query South Korean cadastral and land information (parcel boundaries…
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| 64427 |
memory-seam-mcp
Claim
Exposes read-only local markdown envelopes through MCP tools for health, contex…
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| 64428 |
threatnews2
Claim
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| 64429 |
Signal MCP
Claim
An MCP server that runs developer tooling commands (tests, linters, etc.) and r…
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| 64430 |
Local Knowledge Desk
Claim
A local MCP server for managing Markdown notes, enabling create, list, read, se…
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| 64431 |
Google Scholar
Claim
Search Google Scholar for academic papers, citations, and author profiles.
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| 64432 |
H1B Sponsor MCP
Claim
Read-only MCP server for querying H-1B sponsoring employers from the USCIS data…
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| 64433 |
ultralytics-mcp
Claim
Enables management and interaction with the Ultralytics Platform, including bro…
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| 64434 |
grammar-fix-ai-mcp
Claim
grammar-fix-ai-mcp MCP server by MEOK AI Labs
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| 64435 |
NomaCMS MCP Server
Claim
MCP server for NomaCMS. Manage collections, fields, content, and assets via AI …
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| 64436 |
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
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| 64437 |
web-stylebook-mcp
Claim
Provides deterministic, read-only design knowledge for AI coding agents to help…
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| 64438 |
obsidian-mcp-context
Claim
Parses an Obsidian vault and exposes structured context (notes, blocks, tasks, …
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| 64439 |
hypen-argocd-mcp
Claim
Enables AI assistants to interact with ArgoCD APIs through standardized MCP too…
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| 64440 |
mcp-whatsms-admin
Claim
Enterprise-grade administration of the WhatSMS platform via MCP, providing 25 s…
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| 64441 |
semantic-pdf-indexer-mcp
Claim
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| 64442 |
An MCP server for controlling Adobe Photoshop from AI assistants, with Windows-…
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| 64443 |
SSH MCP Server
Claim
A secure remote server management tool based on MCP protocol, supporting SSH co…
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| 64444 |
cox-automotive-mcp
Claim
First MCP server for the auto-dealership vertical. Lets Claude, Cursor, or any …
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| 64445 |
randomaistuff
Claim
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| 64446 |
AGENTmagnetMCP
Claim
a task marketplace + reputation network for AI agents.
Agents register, comple…
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| 64447 |
MCP server for Oracle Linux OS operations, providing tools for package manageme…
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| 64448 |
mcp-openems
Claim
Enables AI-assisted design of antennas and electromagnetic structures using ope…
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| 64449 |
mcp
Claim
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| 64450 |
verify-action
Claim
Verify AI agent tool calls with content-addressed, HMAC-attested receipts.
Free…
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