MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 5 hours, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49601 |
garmin-mcp-server
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MCP server that connects AI assistants to Garmin Connect health and fitness dat…
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| 49602 |
n8n-mcp
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An MCP server for n8n that gives AI agents tools for generating workflows, lint…
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| 49603 |
Premiere Pro MCP Server
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Enables AI assistants to fully control Adobe Premiere Pro through 269 tools acr…
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| 49604 |
EMEA Compliance MCP
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EMEA sales + employment compliance for AI agents across 7 countries (UK, German…
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| 49605 |
azure-utils-mcp
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An MCP server for Azure development and operations, enabling Cosmos DB queries,…
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| 49606 |
Defuddle MCP Server
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Fetches webpages and returns clean, structured Markdown with metadata (title, a…
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| 49607 |
crossmem
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Unified search across all Claude Code and Gemini CLI memories, enabling AI assi…
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| 49608 |
mcp-gsa-perdiem
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Enables querying GSA Per Diem rates for travel destinations, providing daily lo…
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| 49609 |
chronicle-mcp
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Indexes and searches agent conversation logs from Antigravity and Cursor worksp…
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| 49610 |
Eos MCP
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Transforms an ETC Eos lighting console into a service controllable by AI assist…
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| 49611 |
@dormon/salesforce-mcp
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Enhanced MCP server for interacting with Salesforce orgs, featuring concurrency…
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| 49612 |
dooor-os-mcp
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Exposes Dooor OS workspace capabilities to MCP-compatible AI clients, enabling …
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| 49613 |
paystack-mcp-server
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Enables interaction with Paystack via MCP tools to get total transactions, crea…
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| 49614 |
gmail-mcp-server
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Enables reading unread emails and creating draft replies in Gmail via Claude De…
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| 49615 |
Zoho Projects MCP Server
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An enhanced MCP server for Zoho Projects API integration, enabling AI assistant…
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| 49616 |
MCP Guide Schema Query
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Enables AI tools to understand a database, inspect schema, and run safe SELECT …
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| 49617 |
react-native-dev-mcp
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MCP server that gives AI coding agents hands, eyes and a mechanic's ear for Rea…
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| 49618 |
andy
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Enables AI agents to learn from their sessions by inspecting history, proposing…
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| 49619 |
mcp-s3-server
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MCP server enabling AI models to list S3 buckets, objects, and download files s…
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| 49620 |
real-estate-ai
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Enables AI-powered real estate analysis with built-in EU AI Act compliance, pro…
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| 49621 |
mcp-arcgis-pima
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Enables searching and querying Pima County, Arizona open geospatial data (parce…
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| 49622 |
claudeleaf
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Enables Claude and AI agents to read and edit Overleaf documents in real time, …
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| 49623 |
Otter MCP
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Enables AI assistants to search and retrieve meeting transcripts from Otter.ai,…
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| 49624 |
resume-tailor-mcp
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An MCP server that tailors a resume to a job posting by providing fit scores, k…
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| 49625 |
Generates web images using AI via ModelScope FLUX model, supporting multiple im…
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| 49626 |
RAM Prices MCP Server
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Caches and serves DDR/DRAM weekly price series from memorys.com and historical …
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| 49627 |
graphql-to-mcp
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Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
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| 49628 |
A2A MCP Server
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A centralized server that tracks and manages connected agents, providing a web …
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| 49629 |
weatherLinnannmaaMCP
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MCP server that provides weather information for the Linnannmaa area, enabling …
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| 49630 |
clenzer
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Enables CLI agents to detect and remove dead code, manage complexity, and enfor…
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| 49631 |
vibemarketing-mcp
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Enables drafting, scheduling, and publishing social posts on Vibe Marketing wor…
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| 49632 |
Enables natural language control over Google Workspace services including Gmail…
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| 49633 |
mcp-relay-kit
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A unified MCP gateway that reduces context token usage by exposing all services…
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| 49634 |
heygen-mcp
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Exposes HeyGen's video generation API to MCP-compatible clients, enabling listi…
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| 49635 |
yahoo-furigana-mcp
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Adds furigana (reading) to Japanese text using Yahoo! JAPAN's Furigana API, sup…
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| 49636 |
auto-mcp-server
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Enables LLMs to interact with any REST API that has an OpenAPI specification by…
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| 49637 |
axiomatic-mcp
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MCP server enabling AI assistants to access the Axiomatic_AI Platform for scien…
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| 49638 |
telegram-mcp-server
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Enables Claude to interact with Telegram channels and groups through API or web…
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| 49639 |
mcp-budget-server
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An MCP server for advertising estimate analysis that calculates billing, outsou…
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| 49640 |
gift-cards
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Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
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| 49641 |
fred-mcp
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Enables querying and retrieving Federal Reserve Economic Data (FRED) including …
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| 49642 |
SysControl MCP
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Enables Claude Desktop to monitor and control your computer system with 90+ rea…
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| 49643 |
multi-search-mcp
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An MCP server that aggregates search results from Baidu, Bing, and Sogou withou…
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| 49644 |
filter-mcp-server
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Compares approximate filter data structures (Bloom, Counting Bloom, Cuckoo, SuR…
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| 49645 |
npmguard
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Pre-install risk gate for npm packages.
Stops AI coding agents from running mal…
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| 49646 |
Enables LLMs to interact with Cloudera AI Workbench APIs for managing files, jo…
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| 49647 |
Binelek MCP Server
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Enables interaction with the Binelek Platform's knowledge graph, search, AI, an…
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| 49648 |
iiq-mcp
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MCP server for SailPoint IdentityIQ 8.5 that enables searching and requesting r…
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| 49649 |
Enables AI-powered management of multi-cluster Kubernetes environments through …
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| 49650 |
cognition-wheel
Claim
Enables querying multiple AI models in parallel (Claude, Gemini, O3) and synthe…
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