MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37051
cartek99
MCP AI Docs Claim
An MCP server that provides indexed, searchable access to Anthropic Claude and …
— ○ ⏳ — N/A N/A — — —
37052
dvcrn
Enables AI tools like Cline to manage Linear issues, projects, and teams via th…
— ○ ⏳ — — — — — —
37053
jianlins
navmcp Claim
A browser automation MCP server that enables web page interaction, content extr…
— ○ ⏳ — N/A N/A — — —
37054
jyswee
vips Claim
Creator economy platform for agents: posts, paid content, subscriptions, stream…
— ○ ⏳ — — — — — —
37055
githru
# Githru MCP Server <p align="center"> <strong>A powerful Model Context Prot…
— ○ ⏳ — N/A N/A — 95 —
37056
PongsiriTK
This server enables managing Zimbra emails, contacts, tags, and calendar via th…
— ○ ⏳ — — — — — —
37057
nccurry
MTG MCP Claim
A .NET MCP server for MTG deckbuilding with Scryfall data and Archidekt writeba…
— ○ ⏳ — N/A N/A — — —
37058
nobleblocks
Search 340M+ academic papers — citation graphs, semantic similarity, and AI lit…
— ○ ⏳ — — — — — —
37059
nweii
Self-hosted MCP server that provides remote AI clients with read and write acce…
— ○ ⏳ — — — — — —
37060
magdielduboy96-debug
mcp Claim
Pay-per-query x402 business intelligence on Base, settled in USDC via the nativ…
— ○ ⏳ — — — — — —
37061
Bot Appétit Claim 1
Can a machine consume this page? AEO, SEO and performance scans. Page scans nee…
— ○ — — — — 67 —
37062
NeetPatel
devops-mcp Claim 1
An MCP server that provides DevOps and DevSecOps context for the project
— ○ ⏳ — N/A N/A — 95 —
37063
dreamchaser.esque
sss Claim
— ○ ⏳ — N/A N/A — 95 —
37064
Bourdon Claim
Recognition-first cross-agent memory federation. One shared memory across all y…
— ○ ⏳ — N/A N/A — 95 —
37065
Czartery MCP Claim 1
Polish charter flight search across Rainbow, Itaka and TUI operators, prices in…
— ○ — — — — 67 —
37066
jlnovais
A minimal NestJS MCP server skeleton for experimenting with the Model Context P…
— ○ ⏳ — — — — — —
37067
jnuo
Salta Claim
Mobile-first AI life planner — turn goals into daily, synced tasks from your AI…
— ○ ⏳ — — — — — —
37068
zhitongblog
Unterm Claim
The terminal AI agents can drive: a cross-platform desktop terminal (macOS/Linu…
— ○ ⏳ — N/A N/A — — —
37069
aryazansev
Integrates RetailCRM API with AI assistants, enabling access to orders, custome…
— ○ ⏳ — N/A N/A — — —
37070
asd-git-master
Enables AI agents and sportsbooks to discover, evaluate, and monitor alternativ…
— ○ ⏳ — — — — — —
37071
wahyuzero
Enables AI agents to route web scraping traffic through a phone's cellular conn…
— ○ ⏳ — N/A N/A — — —
37072
lukasbudrys2
Turn one sentence into finished ads: video ads, UGC, product photos, voiceover,…
— ○ ⏳ — — — — — —
37073
NG-Bullseye
Reports your Claude subscription usage (5-hour and weekly limits) with a foreca…
— ○ ⏳ — N/A N/A — — —
37074
clauxel
Paid remote MCP for WebMCP action receipt MCP, structured receipts, audit logs,…
— ○ ⏳ — — — — — —
37075
RustFreeOne
Read-only access to TrailWeights' ultralight gear corpus — verified weights, cr…
— ○ ⏳ — — — — — —
37076
robotto-xyz
px4-ulog-mcp Claim
MCP server for inspecting PX4 ULog flight logs, enabling AI assistants to under…
— ○ ⏳ — N/A N/A — — —
37077
cassette-music-management-tool
MCP server for managing Cassette music releases and Creator clips through AI as…
— ○ ⏳ — N/A N/A — — —
37078 — ○ ⏳ — N/A N/A — 95 —
37079
ryum91
MCP server wrapping Toss Securities Open API, enabling stock price queries and …
— ○ ⏳ — — — — — —
37080
team-upgrade
This server acts as a bridge between your Notion workspace and your development…
— ○ ⏳ — N/A N/A — 95 —
37081
cornelcroi
Enables users to ask questions about their spreadsheets in plain English and re…
— ○ ⏳ — N/A N/A — 95 —
37082
pipeworx-io
Gdelt Claim
GDELT MCP — Global Database of Events, Language, and Tone (free, no auth)
— ○ ⏳ — — — — — —
37083
revolutionarybukhari
psx-mcp Claim
MCP server that exposes Pakistan Stock Exchange data (quotes, dividends, announ…
— ○ ⏳ — — — — — —
37084
TomMaSS
PRDforge Claim
Enables Claude to read and write product requirement documents section by secti…
— ○ ⏳ — — — — — —
37085
ChharithOeun
Provides efficient knowledge-graph queries and unrestricted shell delegation fo…
— ○ ⏳ — N/A N/A — — —
37086
kimnerd-dev
Enable seamless integration of Notion data with your LLM applications by exposi…
— ○ ⏳ — N/A N/A — 95 —
37087
capitalthought
events Claim
Agent-first Austin events concierge — fresh, sourced answers to what's happenin…
— ○ ⏳ — — — — — —
37088
ergoveritas1-alt
Free website privacy scanner for pre-consent cookies, trackers, consent, policy…
— ○ ⏳ — — — — — —
37089
aiybiz
Atako Claim
Remote MCP server to run your Atako AI agents: chat, projects, files, integrati…
— ○ ⏳ — — — — — —
37090
Bikram2112
ClaimHit Claim
Find products & standards using a patent - verified targets for licensing or en…
— ○ ⏳ — — — — — —
37091
Harper-Labs
Hosted MCP for YouTube Studio: uploads, metadata, playlists, comments, analytic…
— ○ ⏳ — — — — — —
37092
G0Osey99
Control a Mineflayer Minecraft bot with 120+ MCP tools: move, mine, craft, figh…
— ○ ⏳ — N/A N/A — — —
37093
nexgendata-apify
Federal and state court record lookup. Run a name or company through and get ba…
— ○ ⏳ — — — — 81 —
37094
shamroknour057-commits
Exports Figma designs as ready-to-use HTML/CSS and validates pixel-perfect accu…
— ○ ⏳ — N/A N/A — — —
37095
GtJerry111
MCP server that brings AI paper reading and code repository discovery from Hugg…
— ○ ⏳ — — — — — —
37096
Arkya-AI
Ember MCP Claim
A local-first persistent memory server that uses Voronoi partitioning and tempo…
— ○ ⏳ — N/A N/A — 95 —
37097
bsrishi
Drivara Claim
Read-only access to your Drivara fleet — jobs, drivers, vehicles, fuel, profit …
— ○ ⏳ — — — — — —
37098
db3net
Lightweight MCP server for Jira, Confluence, and Bitbucket — read, create, and …
— ○ ⏳ — — — — — —
37099
Axolotlpi
Self-hostable MCP server that gives Claude tools to run shell scripts and read …
— ○ ⏳ — N/A N/A — — —
37100
BrunoPessoa22
Fan-token intelligence for Chiliz Chain: prices, whale flows, match event impac…
— ○ ⏳ — — — — — —
Showing 37051–37100 of 69419 servers
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