MCP Server Quality Scores

Independent quality analysis of 66301 public MCP servers

66301
Discovered
31700
Scored
2112
Verified
16953
Complete

Last updated 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65401
GreenLordUA
EngiMCP Claim
An MCP server that gives LLM agents structured, safe, and traceable access to e…
N/A N/A
65402
ATaiIsHere
mochi-quest Claim
Enables AI agents to act as personal growth coaches, allowing users to set goal…
N/A N/A
65403
carter-wzq
MCP server for GEO site audits, checking 31 signals across 6 pillars and return…
65404
DimWebDev
A modular MCP server providing structured, methodology-driven prompt endpoints …
N/A N/A
65405
pawanthanay
StocksMCP Claim
AI-powered stock research MCP server with real-time data, CRUD operations, and …
N/A N/A
65406
pipeworx-io
Enables searching the Rijksmuseum collection by keyword and retrieving full art…
65407
AiAgentKarl
Slack for AI agents — rooms, messaging and context sharing for multi-agent coll…
65408
mustertheforce
Salesforce-grounded retrieval, diagnoses, and a vetted-Force marketplace for MC…
65409
msradam
Enables Claude to drive a gated incident-response runbook that enforces step or…
N/A N/A
65410
channel3-ai
Let your agent discovery any product on the internet. Earn commissions when you…
N/A N/A 95
65411
Yomiracle
Yomiracle Claim
Host MCP Servers
N/A N/A
65412
PhillyUrbs
mcparr Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
65413
memhippo
memhippo Claim
Provides persistent, shared memory for AI agents by capturing conversations ver…
N/A N/A
65414
nicolasramos
odooclaw-mcp Claim
MCP server for Odoo 18 that provides 85 tools for CRUD operations, business act…
65415
saya6k
Enables interaction with Grocy's API through MCP, allowing management of grocer…
65416
0xkaz
Enables AI agents to store, search (keyword and semantic), retrieve, update, an…
65417
kk520879
MCP server for converting images into sketch styles (classic, detailed, soft) w…
N/A N/A
65418
kunalkhosla
Enables restaurant discovery and reservations across multiple providers (Resy, …
65419
tiranmoskovitch-dev
Free, minimal REST API wrapper as an MCP server that lets your AI agent call an…
65420
CSOAI-ORG
muckaway-ai-mcp MCP server by MEOK AI Labs
N/A N/A
65421
trsdn
Enables AI assistants to search, filter, and analyze Microsoft events (conferen…
65422
Rello
Exposes a live Nextcloud instance as an MCP server by dynamically creating tool…
65423
tonguyenducmanh
An MCP server that enables interaction with MySQL databases through the Model C…
N/A N/A 95
65424
kknocookie
kingdee-mcp Claim
MCP server for querying Kingdee Cloud K/3 data including sales orders, manufact…
65425
MorganFisher2007
Noemic Claim
Someone to talk to, for your user: coaches, mentors, accountability partners. F…
65426
Aavishkar-Kolte
Enables AI-powered music production by integrating with REAPER DAW via MCP prot…
N/A N/A
65427
JossBen
A Model Context Protocol (MCP) server that learns from your video editing behav…
N/A N/A
65428
xiaoyx996
gaode Claim
N/A N/A 95
65429
AetherWave-Studio
Music, image, video and audio generation across top AI providers - one key, one…
N/A N/A
65430
stackblaze
cql-mcp Claim
Enables interaction with Cassandra/Scylla databases via CQL, supporting read-on…
65431
alicecha
Enables Claude AI to interact with the Rootstock blockchain, including calling …
65432
AdamFerguson06
gmail-mcp Claim
A secure, read-only Gmail investigation tool that provides both CLI and MCP ser…
N/A N/A
65433
fefogarcia
MCP server for querying the DodaOne governance framework, enabling users to ret…
N/A N/A
65434
pulspeed
Enables AI agents to monitor website performance by scanning sites, retrieving …
65435
thecoolcompanysl
Connects Claude to your Amazon Seller Central account via the Selling Partner A…
65436
Zhonghao1995
Eleven MCP servers exposing a reproducible EPA SWMM stormwater-modelling workfl…
N/A N/A
65437
brekhov-ilya
MCP server for Yandex Tracker API, enabling AI assistants to search, read, crea…
65438
3062-in-zamud
knowledgine Claim
Local-first MCP server that extracts structured knowledge from markdown notes i…
N/A N/A
65439
living-hi
Build and update a visual operating cockpit for AI-native solo founders.
N/A N/A
65440
pipeworx-io
Enables searching, querying, and retrieving metadata for datasets from New Cale…
65441
sjgant80-hub
fallmind-mcp Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
65442
AmalBiju0104
Automatically reduces token usage in Claude Code sessions using algorithmic opt…
N/A N/A
65443
salvadorthebrown
Orchestrates multiple AI models (Gemini, OpenAI, Claude, local models) within a…
81
65444
AranNomante
Enables querying ClickHouse databases using natural language with AI models, su…
65445
karichetivenkat45-pixel
Lets AI coding assistants control and inspect a live Chrome browser through MCP…
N/A N/A
65446
Logan66666
novel-ranks Claim
获取番茄小说榜单数据并解密字体加密内容,支持MCP协议自动注册为工具。
N/A N/A
65447
bughide010
hideaa Claim
N/A N/A 95
65448
Jason26214
A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, …
N/A N/A
65449
benjammartin
Munition Claim
x402-paid service wrapper for AI agents with anonymous USDC wallet funding. Cur…
N/A N/A
65450
m37335
Provides LLMs access to Japanese and international statistical data (e-Stat, Wo…
Showing 65401–65450 of 66301 servers