MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 2 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41551 |
FastMCP server for bidirectional sync between personal and team Obsidian vaults.
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| 41552 |
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
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| 41553 |
Enables coding agents to coordinate edits, reviews, and escalations without fil…
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| 41554 |
Raven
Claim
Design intelligence for AI-generated UI — principles, patterns, content, brand,…
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| 41555 |
cortex402
Claim
Pay-per-call x402 data products on Base mainnet — sanctions, aviation weather, …
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| 41556 |
pipedrive-mcp
Claim
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| 41557 |
File Converter
Claim
Convert files between formats without quality loss. Speed up your workflow with…
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| 41558 |
Chemical safety and industrial regulatory intelligence MCP server. Check substa…
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| 41559 |
Adspirer
Claim
Run Google, Meta, and TikTok ads directly from ChatGPT and Claude. Create campa…
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| 41560 |
census-mcp-server
Claim
Query U.S. Census Bureau data, variables, and geography via MCP.
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| 41561 |
context7docs-mcp
Claim
A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, us…
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| 41562 |
iototsample
Claim
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| 41563 |
Instagram DM MCP Server
Claim
Enables sending and receiving Instagram Direct Messages, managing conversations…
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| 41564 |
Find Flights MCP Server
Claim
Enables searching and retrieving flight information using Duffel API, supportin…
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| 41565 |
Next.js MCP Server
Claim
A template MCP server built with Next.js using the Vercel MCP Adapter. Provides…
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| 41566 |
An MCP server for domain availability checks, WHOIS lookups, and domain suggest…
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| 41567 |
ebs-initializer-mcp
Claim
Automates AWS EBS volume initialization via AWS Systems Manager, supporting mul…
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| 41568 |
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
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| 41569 |
Amazon Product Search
Claim
Enable seamless Amazon product searches with detailed information, including de…
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| 41570 |
ine-esp-mcp
Claim
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| 41571 |
Fetcher MCP
Claim
A server that allows fetching web page content using Playwright headless browse…
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| 41572 |
feishu-enhance-mcp
Claim
Enables real-time Feishu message monitoring, sending, file upload to cloud docu…
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| 41573 |
LQWD Gateway
Claim
Free Lightning faucet MCP — agents register, get an inbound channel, bootstrap …
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| 41574 |
MCP Hello World
Claim
A minimal reference implementation of an MCP server that responds with "Hello, …
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| 41575 |
MCP server providing Playwright test generation wizard with intelligent prompts…
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| 41576 |
An MCP server that gives AI agents full control over pfSense firewalls via the …
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| 41577 |
mcp-server
Claim
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| 41578 |
postgress
Claim
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| 41579 |
test
Claim
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| 41580 |
wpa-mcp
Claim
MCP server analyzing Windows ETW (.etl) traces — 54 tools spanning CPU/wait sta…
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| 41581 |
Barcode generation API for AI agents. Generate EAN-13, UPC-A, Code128, and Code…
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| 41582 |
xbtest
Claim
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| 41583 |
minimax
Claim
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| 41584 |
SmartconversionAPI
Claim
conversion image to webp/avif with 402 payement required, 0.001 and 0.0005 afte…
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| 41585 |
Enables advanced browser automation using real Brave Browser with 49 tools for …
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| 41586 |
Enables efficient code execution in a secure sandbox with 98.7% token reduction…
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| 41587 |
A Model Context Protocol server that allows LLMs to interact with Python enviro…
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| 41588 |
Bastion
Claim
A local-first control plane for AI agent tools, providing policy enforcement, s…
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| 41589 |
# ManyContacts MCP Server
MCP (Model Context Protocol) server for [ManyContact…
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| 41590 |
claude-prompt-optimizer
Claim
Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemiu…
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| 41591 |
ableton-mcp
Claim
Enables Claude to observe and compose in Ableton Live 12 via AbletonOSC, allowi…
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| 41592 |
presidio
Claim
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| 41593 |
Enables structured problem-solving through sequential thinking stages with pers…
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| 41594 |
InstantDB MCP Server
Claim
A read-only interface for querying InstantDB that dynamically loads schemas and…
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| 41595 |
fake-star-audit
Claim
Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rul…
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| 41596 |
test-1
Claim
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| 41597 |
Model Context Protocol (MCP) server that interacts with Shopify Dev.
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| 41598 |
Brand Me Please
Claim
Create on-brand content with end-to-end analysis, clear scoring, and actionable…
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| 41599 |
Integrates Shaka Packager with Claude to enable video analysis, transcoding, an…
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| 41600 |
Enables comprehensive GitHub project management with 20 tools for issue trackin…
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