MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34401 |
swiss-road-mobility-mcp
Claim
MCP Server for Swiss road mobility — shared vehicles, EV charging, traffic aler…
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| 34402 |
mcp-color
Claim
Provides color conversion between formats, WCAG contrast ratio computation, and…
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| 34403 |
TickTick MCP Server
Claim
An MCP server for TickTick/Dida365 task integration, enabling AI-driven task de…
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| 34404 |
iotforge
Claim
Enables AI assistants to discover and control IoT devices on local networks and…
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| 34405 |
Enables LLMs to perform advanced GitHub code searches with intelligent filterin…
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| 34406 |
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback bil…
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| 34407 |
Slite MCP Server
Claim
A Model Context Protocol server for Slite, enabling AI assistants to interact w…
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| 34408 |
Local Memory MCP
Claim
Persistent local semantic memory for MCP tools, enabling storing and searching …
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| 34409 |
todo-mcp
Claim
Enables users to manage a todo list with add, list, complete, delete, and clear…
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| 34410 |
Provides access to USDA FoodData Central database, enabling food search, nutrit…
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| 34411 |
Drizzle MCP Server
Claim
Provides database schema management, query execution, and schema introspection …
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| 34412 |
jq-mcp
Claim
An MCP server that exposes a single tool, jq, for running jq filters against JS…
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| 34413 |
MCP server for FireCrawl web scraping integration
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| 34414 |
markdown-publish
Claim
Enables AI to search, retrieve, list notes, and get backlinks from a published …
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| 34415 |
starlink-enterprise-mcp
Claim
A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
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| 34416 |
ThaiProcurement
Claim
Search Thai government procurement tenders and bidder companies.
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| 34417 |
MCP Empe Server
Claim
Enables users to manage self-sovereign identity credentials by creating schemas…
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| 34418 |
mt5-mcp
Claim
An MCP server that lets an AI agent read your MetaTrader 5 account and place tr…
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| 34419 |
Amicus
Claim
Multi-model LLM Council and parallel AI window for Claude Code. Fork any model,…
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| 34420 |
YouTube MCP Server
Claim
Enables Claude to search YouTube for artists and manage playlists on your YouTu…
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| 34421 |
Enables analyzing AWS cloud spending and Bedrock usage through natural language…
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| 34422 |
Rejestr.io MCP Server
Claim
Provides access to Poland's largest business registry database, enabling compan…
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| 34423 |
mcp-coding-standards
Claim
A server providing programming guidelines and coding standards for multiple lan…
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| 34424 |
Atomic Mail
Claim
Programmable email inbox for AI agents — JMAP, PoW auth, stdio MCP server.
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| 34425 |
Enable AI-powered web browser automation with natural language commands. Contro…
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| 34426 |
Conductor MCP Server
Claim
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
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| 34427 |
setlist-mcp
Claim
setlist.fm concert data for Claude — setlists, artists, venues, tours, and citi…
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| 34428 |
janusmcp
Claim
Local multi-account MCP broker — one endpoint, every account. Switch identity w…
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| 34429 |
sap_2000_api_python_mcp
Claim
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| 34430 |
Extract product mentions, sponsors, and trends from podcast transcripts. Return…
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| 34431 |
Embgrep
Claim
Local semantic search — embedding-powered grep for files, zero external service…
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| 34432 |
FOL Prover MCP Server
Claim
An MCP server for first-order logic theorem proving supporting multiple provers…
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| 34433 |
SubscriberAPI MCP Server
Claim
Enables GitHub Copilot CLI to query SFMC SubscriberAPI execution logs for healt…
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| 34434 |
ottasia
Claim
Where to watch X in Y? 30 Asian and Middle Eastern streaming markets, via Claud…
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| 34435 |
gitbook-mcp
Claim
A Model Context Protocol server for GitBook that enables reading content and dr…
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| 34436 |
Anomaly Tracker MCP
Claim
Blockchain event sequence anomaly detection MCP server using NASA-derived seque…
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| 34437 |
eustore
Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
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| 34438 |
MarketCheck MCP Apps
Claim
Provides 25 interactive automotive intelligence tools for real-time market data…
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| 34439 |
tefas-fund-comparator
Claim
MCP server for listing, comparing, and analyzing Turkish TEFAS mutual funds, in…
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| 34440 |
siglent-sds-mcp
Claim
Enables AI tools to remotely control a SIGLENT SDS800X HD series oscilloscope, …
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| 34441 |
highstory-mcp
Claim
High Story MCP Server - Automate AI content campaigns and social media manageme…
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| 34442 |
mcp-notify
Claim
Sends push notifications from AI assistants to your mobile device. Supports Cla…
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| 34443 |
AppleScript MCP
Claim
Enables full control of macOS by executing AppleScript commands through an MCP …
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| 34444 |
mcp-server-justlend
Claim
An MCP server enabling AI agents to interact with JustLend DAO on TRON for lend…
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| 34445 |
Gmail MCP Pro
Claim
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
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| 34446 |
psql-mcp
Claim
A hardened, read-only Postgres MCP server that enables LLMs to safely query dat…
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| 34447 |
polyrouter-mcp
Claim
MCP server for querying and optionally trading across prediction markets (Polym…
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| 34448 |
http-mcp-server
Claim
Mock HTTP server implementing MCP (Model Context Protocol) with streamable HTTP…
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| 34449 |
Daily ecommerce revenue, inventory, listing, shipping, and restock operations i…
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| 34450 |
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
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