MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38851 |
Enables AI-powered project management by connecting Claude to Planka kanban boa…
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| 38852 |
reelgrep-mcp
Claim
MCP server for reelgrep - browse and search your local video library from any M…
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| 38853 |
Cisco MCP Pods Server
Claim
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
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| 38854 |
RAGex
Claim
Gives Claude semantic search superpowers to find and reuse existing patterns in…
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| 38855 |
lamatok-mcp
Claim
MCP server for LamaTok TikTok data API — auto-generates 20+ tools from the live…
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| 38856 |
Steam (read-only)
Claim
Read-only Steam: friends, games, playtime, achievements, sales, reviews, and li…
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| 38857 |
BugCatcher
Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
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| 38858 |
A comprehensive MCP server that gives AI assistants full control over your desk…
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| 38859 |
MCParr Server
Claim
Integrates with Radarr and Sonarr to manage your media library, enabling search…
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| 38860 |
x-crm-mcp
Claim
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| 38861 |
InsideOut (Riley)
Claim
Designs, prices, and deploys AWS/GCP cloud infrastructure from plain-English re…
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| 38862 |
deepfake-detector-mcp
Claim
AI-powered deepfake detector MCP server for agents. Supports detect deepfake, a…
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| 38863 |
Streamfog MCP
Claim
AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
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| 38864 |
oh-my-kimichan
Claim
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
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| 38865 |
wikipedia-mcp
Claim
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| 38866 |
ContextBuilder (ctx)
Claim
A Context-as-a-Service MCP server that maintains structured, graph-based contex…
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| 38867 |
modelforge
Claim
Bulge-tier financial model factory — live formulas, source-traced cells, 14 tem…
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| 38868 |
cvinbio
Claim
Search professional profiles from the CVin.Bio talent database.
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| 38869 |
Free invoice generator — create pre-filled invoice URLs with taxes, discounts, …
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| 38870 |
mcp-elicitations
Claim
A demonstration MCP server that shows how to use elicitations to ask users for …
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| 38871 |
Daily ecommerce revenue, inventory, listing, shipping, and restock operations i…
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| 38872 |
SynthOS
Claim
AI-powered DeFi yield routing. Deposit into risk-scored yield bundles, analyze …
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| 38873 |
Dataiku DSS MCP Server
Claim
A comprehensive MCP server for Dataiku DSS integration, providing Claude Code w…
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| 38874 |
AIoT MCP Server
Claim
A Model Context Protocol server for AI agents to discover and control IoT devic…
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| 38875 |
StoryLenses MCP Server
Claim
AI cover letter generation for agents. 5 composable tools that analyze job post…
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| 38876 |
Fetch MCP Server
Claim
Enables LLMs to fetch and extract web content using browser automation, OCR, an…
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| 38877 |
New Solana token launch scanner API for AI agents. Monitor new token deployment…
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| 38878 |
agentic-patterns
Claim
Exposes the Agentic Patterns Catalog as MCP resources and tools for AI coding a…
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| 38879 |
EasyWeek
Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
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| 38880 |
dingdawg-governance
Claim
Universal governance layer for AI agents — MCP-native,
fail-closed, LNN interpr…
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| 38881 |
agent-memory
Claim
A persistent, trust-scored project memory for AI coding agents, backed by Postg…
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| 38882 |
roger
Claim
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| 38883 |
A Model Context Protocol server that enables interaction with Atlassian product…
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| 38884 |
Ideogram MCP Server
Claim
Enables image generation, editing, and description using Ideogram AI's models t…
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| 38885 |
alkemi-mcp
Claim
Integrate your Alkemi Data, connected to Snowflake, Google BigQuery, DataBricks…
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| 38886 |
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Conn…
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| 38887 |
mcp-gerajobs
Claim
Local job marketplace: search jobs, apply, post listings. 50+ countries.
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| 38888 |
my-first-agent
Claim
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| 38889 |
GovToolsPro
Claim
GovToolsPro MCP Server — an MCP server that gives Claude and other AI clients w…
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| 38890 |
MLflow MCP Server
Claim
A Model Context Protocol server that enables LLMs to interact with MLflow track…
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| 38891 |
Ultiplace
Claim
Create and manage virtual trade shows (halls, stands, conferences) and referenc…
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| 38892 |
ebay-mcp
Claim
Enables interaction with eBay APIs for account verification, item search, and b…
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| 38893 |
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
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| 38894 |
MCP Vector Memory
Claim
Provides AI coding agents with persistent, long-term memory through local seman…
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| 38895 |
BuyWhere Product Catalog
Claim
Search 1.5M+ products across 20+ platforms. Compare prices, find deals, browse …
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| 38896 |
Enables location-based services such as geocoding, reverse geocoding, finding n…
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| 38897 |
Divoom LAN Watchface
Claim
MCP server for Divoom LAN watchface APIs; read-before-write safe. V2 editor lin…
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| 38898 |
namemyapp
Claim
Buy and manage domains end-to-end from inside Claude / ChatGPT / Cursor. The ag…
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| 38899 |
eda-mcp
Claim
Enables exploratory data analysis through an MCP server, allowing AI assistants…
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| 38900 |
founden-mcp
Claim
Build your company over chat: website, app, and admin built in the cloud. One A…
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