MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59951
marc-shade
MCP server for fraud detection using machine learning, behavioral biometrics, a…
— ○ ⏳ — N/A N/A — 95 —
59952
hc0061365
A simple MCP server that provides greeting tools such as hello and greet_multip…
— ○ ⏳ — N/A N/A — — —
59953
lonniev
cypher-mcp Claim
Monetized graph answers over Bitcoin Lightning. Sells priced answers from a gra…
— ○ ⏳ — — — — — —
59954
harshit-stas
browserbase Claim
— ○ ⏳ — N/A N/A — 95 —
59955
donald-ada
clickhouse Claim
Enables AI assistants to query and manage ClickHouse databases, supporting SELE…
— ○ ⏳ — — — — — —
59956
phoenix581228
An intelligent AI assistant routing and management platform that integrates 107…
— ○ ⏳ — N/A N/A — 95 —
59957
DeHor-Labs
Connects AI assistants to Brazilian judicial data from DataJud CNJ and 91 court…
— ○ ⏳ — — — — — —
59958
jpoindexter
MCP server that scrapes Terminal Trove to search CLI/TUI tools and retrieve des…
— ○ ⏳ — N/A N/A — — —
59959
Happiest-d
kaiten-mcp Claim
MCP server for managing Kaiten tasks through AI agents like Claude, enabling ta…
— ○ ⏳ — — — — — —
59960
schwarztim
Enables AI assistants to perform web content discovery scans using feroxbuster …
— ○ ⏳ — — — — — —
59961
IsaiahDupree
LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and…
— ○ ⏳ — — — — — —
59962
DevRico003
Provides AI agents and coding assistants with image generation and editing capa…
— ○ ⏳ — — — — — —
59963
taka392
discord-mcp Claim
MCP server for interacting with Discord via REST API, enabling guild, channel, …
— ○ ⏳ — — — — — —
59964
mcpflow
sourcesage Claim
SourceSage is an MCP server that efficiently memorizes key aspects of a codebas…
— ○ ⏳ — N/A N/A — — —
59965
tobyandrews1985
Basketeer Claim
Personal UK Tesco grocery account over MCP: search, basket, slots, orders, and …
— ○ ⏳ — N/A N/A — — —
59966
OCA-BE
A standalone MCP server for SAP ABAP development and customizing that connects …
— ○ ⏳ — — — — — —
59967
rag-poc-pj
AI agent can manage Redmine tickets and projects via MCP tools.
— ○ ⏳ — N/A N/A — — —
59968
saurabhav88
An MCP server that turns Claude into a full image production studio, enabling c…
— ○ ⏳ — N/A N/A — — —
59969
PhilflowIOOrg
dav-mcp Claim
Transform AI agents into orchestrating assistants managing calendars, contacts,…
— ○ ⏳ — — — — — —
59970
ajanderson1
Enables interaction with the PocketSmith personal finance API through 43 MCP to…
— ○ ⏳ — — — — — —
59971
maxrotemberg04-spec
ragvault Claim
MCP server for local-first RAG over Obsidian vaults, enabling AI agents to sear…
— ○ ⏳ — N/A N/A — — —
59972
abhijeetmohanan
An MCP server for the Groww trading platform. This enables LLM applications to …
— ○ ⏳ — — — — — —
59973
coveo-labs
Enables AI agents to query Coveo's unified index for search, passage retrieval,…
— ○ ⏳ — — — — — —
59974
rudra016
An MCP server that enables AI assistants to search, discover, and install Acete…
— ○ ⏳ — — — — — —
59975
soundbytelabs
sbl-debugger Claim
Enables AI assistants to debug ARM Cortex-M targets via GDB and OpenOCD, suppor…
— ○ ⏳ — N/A N/A — — —
59976
moxellabs
Atlas Claim
Local-first MCP server for querying multi-repo engineering documentation artifa…
— ○ ⏳ — N/A N/A — — —
59977
PauloCalazans
Enables managing SAP Cloud Integration iFlows, packages, configurations, deploy…
— ○ ⏳ — — — — — —
59978
mrinalghosh
ableton-mcp Claim
Enables Claude to observe and compose in Ableton Live 12 via AbletonOSC, allowi…
— ○ ⏳ — N/A N/A — — —
59979
Slyke
A LAN-hosted MCP server for safely querying and managing OPNsense Dnsmasq DHCP …
— ○ ⏳ — — — — — —
59980
negrueu
MCP server for LinkedIn Company Page administration. Enables reading analytics,…
— ○ ⏳ — N/A N/A — — —
59981
luke-nielsen
walmart-mcp Claim
A MCP server for Walmart Marketplace and Affiliate APIs, enabling sellers to ma…
— ○ ⏳ — — — — — —
59982
iamseyhmus7
Analyzes software projects to extract architecture, build dependency graphs, an…
— ○ ⏳ — N/A N/A — — —
59983 — ○ ⏳ — N/A N/A — 95 —
59984
wikidjon
openfinclaw Claim
Enables quant research, strategy development, backtesting, and paper trading th…
— ○ ⏳ — — — — — —
59985
wkalidev
Read balances/prices and prepare transfers across Stacks, Celo, and Base from o…
— ○ ⏳ — — — — — —
59986
vwww-droid
An MCP server for real-device Android reversing workflows, wrapping AlgorithmAi…
— ○ ⏳ — N/A N/A — — —
59987
fjd1648-blip
Enables automation of Photoshop tasks such as PSD editing, layer toggling, text…
— ○ ⏳ — N/A N/A — — —
59988
iflow-mcp
Enables interaction with Uber Eats for food ordering and delivery management th…
— ○ ⏳ — N/A N/A — — —
59989
enwaiax
Shuttle Claim
Enables AI assistants to securely execute SSH commands on remote servers with c…
— ○ ⏳ — — — — — —
59990
sasanokusa
Generates transit route information by routing user queries to MCP tools using …
— ○ ⏳ — — — — — —
59991
trendsmcp
Provides weekly download counts and trend data for npm packages, enabling compa…
— ○ ⏳ — — — — — —
59992
vikiival
A starter MCP server that provides tools for widget interaction and preference …
— ○ ⏳ — — — — — —
59993
VinnyVanGogh
An MCP server that integrates Google Gemini CLI with Claude Code for AI-powered…
— ○ ⏳ — — — — — —
59994
Kforward
Read-only MCP server that converts Lanhu project/design links into design conte…
— ○ ⏳ — N/A N/A — — —
59995
Saifalkayali
A production-ready TypeScript starter for building read-only YNAB MCP servers. …
— ○ ⏳ — — — — — —
59996
nozh74
mp Claim
— ○ ⏳ — N/A N/A — 95 —
59997
Floe-Labs
Credit and payments for AI agent developers — over MCP. No crypto required
— ○ ⏳ — — — — — —
59998
slicequeue
A proof-of-concept MCP server for learning and testing, providing basic arithme…
— ○ ⏳ — N/A N/A — — —
59999
yerramsettianish0427
An autonomous task decomposition and execution agent that plans, executes, veri…
— ○ ⏳ — N/A N/A — — —
60000
EpykLab
s3-mcp Claim
MCP server for AWS S3 and compatible object stores, enabling LLM clients to bro…
— ○ ⏳ — — — — — —
Showing 59951–60000 of 69070 servers