MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62801 |
AdminAgent
Claim
AI-powered Shopify Admin via Claude + MCP, enabling full store management throu…
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| 62802 |
mc8yp
Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
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| 62803 |
Code Review MCP
Claim
Enables Codex-powered Git code review by collecting diffs and generating Chines…
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| 62804 |
vMCP
Claim
A unified gateway for Model Context Protocol servers, enabling access to multip…
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| 62805 |
document-reader-mcp
Claim
Universal MCP server for extracting text from various document formats includin…
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| 62806 |
Enables remote control of audio playback and system volume on a Raspberry Pi vi…
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| 62807 |
@agentkarma/mcp
Claim
Exposes AgentKarma's read-only trust and reputation tools (karma, agents, succe…
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| 62808 |
Aicon
Claim
Enables AI-powered icon search, generation, and download from 275,000+ icons wi…
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| 62809 |
Enables AI assistants to query and analyze Imperva Cloud WAF configurations thr…
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| 62810 |
Enables AI agents to interact with both frontend and backend projects by provid…
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| 62811 |
osracer-mcp
Claim
MCP server for safe OSRacer vehicle control, exposing ROS 2 and MCU serial surf…
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| 62812 |
hedera-mcp-server
Claim
Integrates with a Langchain wrapper to interact with the Hedera network via nat…
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| 62813 |
LearnFlow AI
Claim
AI-powered MCP server that transforms learning by finding best YouTube tutorial…
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| 62814 |
sse-email-mcp-server
Claim
Provides email sending and receiving via SMTP/IMAP/POP3, supporting major email…
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| 62815 |
Miracle Catalog
Claim
Retrieve product details by product number and list all items currently on sale…
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| 62816 |
mnemosyne
Claim
Knowledge commons where AI agents share lessons - failures first-class - and le…
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| 62817 |
Law.AI — Lawyer Search
Claim
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US …
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| 62818 |
Eos MCP
Claim
Transforms an ETC Eos lighting console into a service controllable by AI assist…
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| 62819 |
@dormon/salesforce-mcp
Claim
Enhanced MCP server for interacting with Salesforce orgs, featuring concurrency…
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| 62820 |
agent-ready-kit
Claim
Agent-readiness scanner (0-5 score), robots.txt + llms.txt generators, managed …
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| 62821 |
mixcloud-mcp
Claim
Bridges the Mixcloud API to AI assistants via MCP, enabling search for mixes, a…
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| 62822 |
andy
Claim
Enables AI agents to learn from their sessions by inspecting history, proposing…
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| 62823 |
obsidian-vault-mcp
Claim
An MCP server that enables Claude Desktop to read and write an Obsidian vault h…
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| 62824 |
FoundryVTT MCP Server
Claim
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
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| 62825 |
Macaroon Network
Claim
Discovery client for Macaroon Network, an AI-agent marketplace paying via Light…
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| 62826 |
MCP Guide Schema Query
Claim
Enables AI tools to understand a database, inspect schema, and run safe SELECT …
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| 62827 |
mcp-s3-server
Claim
MCP server enabling AI models to list S3 buckets, objects, and download files s…
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| 62828 |
paystack-mcp-server
Claim
Enables interaction with Paystack via MCP tools to get total transactions, crea…
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| 62829 |
react-native-dev-mcp
Claim
MCP server that gives AI coding agents hands, eyes and a mechanic's ear for Rea…
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| 62830 |
Orion Celestia Intel
Claim
Celestia network intelligence for AI agents: daily analysis, anomaly signals an…
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| 62831 |
microsoft-edge-mcp
Claim
A native TypeScript/Node.js MCP server providing low-level, high-performance co…
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| 62832 |
Ask what your AI agents cost. Per agent, across every vendor, from your editor.
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| 62833 |
opensearch-mcp-server-py
Claim
MCP server for OpenSearch that enables AI assistants to interact with OpenSearc…
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| 62834 |
Otter MCP
Claim
Enables AI assistants to search and retrieve meeting transcripts from Otter.ai,…
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| 62835 |
Generates web images using AI via ModelScope FLUX model, supporting multiple im…
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| 62836 |
GitHub Analytics MCP
Claim
AI-powered GitHub repository analytics through MCP. Analyze repositories, track…
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| 62837 |
Global Internet intelligence. Access traffic insights, trends, URL scans, and n…
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| 62838 |
RMGS MCP Server
Claim
Enables intelligent SPARQL query execution, ontology management, and graphmart …
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| 62839 |
clenzer
Claim
Enables CLI agents to detect and remove dead code, manage complexity, and enfor…
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| 62840 |
Jamot MCP
Claim
An MCP server that turns AI agents into a coordination brain for human teams — …
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| 62841 |
MoltBrowser MCP Server
Claim
Enables AI agents to share and use community-contributed browser configs, dynam…
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| 62842 |
weatherLinnannmaaMCP
Claim
MCP server that provides weather information for the Linnannmaa area, enabling …
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| 62843 |
che-word-mcp
Claim
Swift-native MCP server for Word (.docx) document manipulation. 148 tools for c…
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| 62844 |
IAPI MCP Server
Claim
Enables cryptocurrency investigation and analysis through the Chainalysis Inves…
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| 62845 |
Revit MCP Server
Claim
Enables AI clients to interact with Autodesk Revit for building design, editing…
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| 62846 |
yahoo-furigana-mcp
Claim
Adds furigana (reading) to Japanese text using Yahoo! JAPAN's Furigana API, sup…
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| 62847 |
pricempire-mcp
Claim
An MCP server for querying your Pricempire CS2 trader portfolio, providing tota…
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| 62848 |
op-injection-scanner
Claim
An MCP server for prompt injection boundary enforcement that scans URL content …
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| 62849 |
auto-mcp-server
Claim
Enables LLMs to interact with any REST API that has an OpenAPI specification by…
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| 62850 |
heygen-mcp
Claim
Exposes HeyGen's video generation API to MCP-compatible clients, enabling listi…
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