MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41551
adelaidasofia
FastMCP server for bidirectional sync between personal and team Obsidian vaults.
N/A N/A
41552
Srclight Claim 1
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
N/A N/A 81
41553
Enables coding agents to coordinate edits, reviews, and escalations without fil…
N/A N/A 76
41554
rhinocap
Raven Claim
Design intelligence for AI-generated UI — principles, patterns, content, brand,…
N/A N/A
41555
Ooak21
cortex402 Claim
Pay-per-call x402 data products on Base mainnet — sanctions, aviation weather, …
N/A N/A
41556 N/A N/A 95
41557
proflulab
Convert files between formats without quality loss. Speed up your workflow with…
N/A N/A 95
41558
twohalves
Chemical safety and industrial regulatory intelligence MCP server. Check substa…
81
41559
adspirer
Adspirer Claim
Run Google, Meta, and TikTok ads directly from ChatGPT and Claude. Create campa…
N/A N/A 95
41560
cyanheads
Query U.S. Census Bureau data, variables, and geography via MCP.
N/A N/A
41561
clauxel
A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, us…
41562
testopenai.1407
iototsample Claim
N/A N/A 95
41563
portdev0
Enables sending and receiving Instagram Direct Messages, managing conversations…
N/A N/A 95
41564
guigas66
Enables searching and retrieving flight information using Duffel API, supportin…
81
41565
michaelshowes
A template MCP server built with Next.js using the Vercel MCP Adapter. Provides…
81
41566
itsalfredakku
domain-mcp Claim 1
An MCP server for domain availability checks, WHOIS lookups, and domain suggest…
81
41567
jsk6387
Automates AWS EBS volume initialization via AWS Systems Manager, supporting mul…
41568
SPRIME01
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
N/A N/A 95
41569
SiliconValleyInsight
Enable seamless Amazon product searches with detailed information, including de…
N/A N/A 95
41570
AnCode666
ine-esp-mcp Claim
N/A N/A 95
41571
everford
Fetcher MCP Claim
A server that allows fetching web page content using Playwright headless browse…
N/A N/A 95
41572
jiaxinghit
Enables real-time Feishu message monitoring, sending, file upload to cloud docu…
41573
lqwdtech
LQWD Gateway Claim
Free Lightning faucet MCP — agents register, get an inbound channel, bootstrap …
41574
MillCityAI
A minimal reference implementation of an MCP server that responds with "Hello, …
81
41575
MCP server providing Playwright test generation wizard with intelligent prompts…
N/A N/A 81
41576
abl030
An MCP server that gives AI agents full control over pfSense firewalls via the …
41577
test-mdg
mcp-server Claim
N/A N/A 95
41578
jonathanrorbet-dotcom
postgress Claim
N/A N/A 95
41579
mohanp-sl
test Claim
N/A N/A 95
41580
tooluse-labs
wpa-mcp Claim
MCP server analyzing Windows ETW (.etl) traces — 54 tools spanning CPU/wait sta…
N/A N/A
41581
axel-belfort
Barcode generation API for AI agents. Generate EAN-13, UPC-A, Code128, and Code…
81
41582
ApacheBin
xbtest Claim
N/A N/A 95
41583
kitsanannam-hue
minimax Claim
N/A N/A 95
41584
lemaitregabinpro-creator
conversion image to webp/avif with 402 payement required, 0.001 and 0.0005 afte…
81
41585
codeiva4u
Enables advanced browser automation using real Brave Browser with 49 tools for …
N/A N/A 95
41586
ozgureyilmaz
Enables efficient code execution in a secure sandbox with 98.7% token reduction…
N/A N/A 95
41587
PortPro-Technologies-Inc
A Model Context Protocol server that allows LLMs to interact with Python enviro…
N/A N/A 95
41588
SoumilBhandari
Bastion Claim
A local-first control plane for AI agent tools, providing policy enforcement, s…
N/A N/A
41589
manycontacts
# ManyContacts MCP Server MCP (Model Context Protocol) server for [ManyContact…
81
41590
rishiatlan
Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemiu…
N/A N/A 95
41591
mrinalghosh
ableton-mcp Claim
Enables Claude to observe and compose in Ableton Live 12 via AbletonOSC, allowi…
N/A N/A
41592
wutong
presidio Claim
N/A N/A 95
41593
new69toss
Enables structured problem-solving through sequential thinking stages with pers…
N/A N/A 95
41594
Peterl561
A read-only interface for querying InstantDB that dynamically loads schemas and…
81
41595
Armada735
Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rul…
N/A N/A
41596
evoluzion25
test-1 Claim
N/A N/A 95
41597
Shopify
dev-mcp Claim
Model Context Protocol (MCP) server that interacts with Shopify Dev.
86
41598
osamah96
Create on-brand content with end-to-end analysis, clear scoring, and actionable…
81
41599
MCP-Mirror
Integrates Shaka Packager with Claude to enable video analysis, transcoding, an…
N/A N/A 95
41600
Faresabdelghany
Enables comprehensive GitHub project management with 20 tools for issue trackin…
81
Showing 41551–41600 of 43459 servers
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