MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40101
HarjjotSinghh
An MCP server that enables AI agents to play Minecraft with full bot capabiliti…
40102
AimenHallou
engain-mcp Claim
Enables programmatic Reddit growth campaign management via the Engain API, incl…
40103
akashrajpurohit
catchintent Claim
N/A N/A 95
40104
PauloCalazans
Enables managing SAP Cloud Integration iFlows, packages, configurations, deploy…
40105
Agostynah
Wraps GitLab Duo CLI as an MCP tool for code review, enabling agents to get str…
N/A N/A
40106
corralimited
mcp Claim
Visual-diff & change-detection tools that catch agentic UI drift for coding age…
N/A N/A
40107
abhijeetmohanan
An MCP server for the Groww trading platform. This enables LLM applications to …
40108
Fulviuus
Enables AI agents to interact with the Godot game engine, including project ins…
N/A N/A
40109
Slyke
A LAN-hosted MCP server for safely querying and managing OPNsense Dnsmasq DHCP …
40110
ChanthMiao
Integrates Xiaomi MiMo's multimodal API to enable understanding of images, audi…
40111
CSOAI-ORG
social-media-ai-mcp MCP server by MEOK AI Labs
N/A N/A
40112
ChannelLabAI
memocean-mcp Claim
Local-first AI Memory MCP server for AI agents to search and manage knowledge s…
N/A N/A
40113
ashish-d-d
Enables integration between HRMS systems and Snaplogic through the Model Contex…
40114
Tchoow
Enables querying and managing Rybbit Analytics directly from Claude Code, with …
N/A N/A
40115
CCCpan
Detects Chinese sensitive/forbidden words across platforms like Xiaohongshu, Do…
40116
devrev
A Model Context Protocol server that enables searching, retrieving, creating, a…
N/A N/A 95
40117
axel-belfort
Solana DEX pool liquidity API for AI agents. Analyze pool depth across Raydium,…
81
40118
mralbertzwolle
Enables seamless integration with SnelStart accounting data, allowing users to …
81
40119
blackbirdai-team
Enables LLMs to access Blackbird AI's services through the Model Context Protoc…
40120
vozzor
bigquery-mcp Claim
Enables AI assistants to query and analyze Google BigQuery data, including sche…
40121
jorgeguberte
Provides tools to search and retrieve papers, metadata, full text, figures, and…
40122
StepFunctionLLC
An MCP server that wraps Cantera to enable LLMs to perform accurate thermodynam…
N/A N/A
40123
MCP-Mirror
Enables AI assistants to interact with Gmail through natural language, supporti…
81
40124
CSOAI-ORG
yaml-ai-mcp Claim
AI-powered yaml ai MCP server for agents. Supports validate yaml, convert yaml …
N/A N/A
40125
flo-distrify
A FastMCP runtime that lets AI tools search electronic components, prices, and …
40126
inSideos-designs
cowork-qa Claim
Goal-driven Playwright browser sessions for LLMs, with full action traces and a…
N/A N/A
40127
Skitchy
rekindle Claim
MCP session continuity engine. Boot reports, orientation scoring, and end-sessi…
N/A N/A
40128
manuelsiuro
Enables AI agents to control Android devices through natural language, supporti…
N/A N/A
40129
Cleo-Labs-IA
Cleo Skills MCP turns 45 production-grade product-compliance skills into a nati…
40130
JDSource
ClearMarket Claim
Reference data for prediction markets: graded resolution clarity, cross-venue l…
40131
xcreener
XCREENER Claim
Local stdio MCP bridge for XCREENER's XQL screener API — validate, explain, and…
N/A N/A
40132
devndesigner6
unsubly Claim
MCP server with 12 tools enabling AI agents (Claude, ChatGPT) to manage Algoran…
40133
lucaslubi
mcp Claim
Payment firewall for AI agents: a signed, verifiable verdict on every money-mov…
N/A N/A
40134
Ciel-17
A demonstrative MCP server that exposes a query-user tool for retrieving user i…
N/A N/A
40135
santhoshraje
Fetches and parses on-chain swap transactions from blockchain wallets for LLM-b…
40136
nandanosql
Enables AI assistants to connect to and interact with PostgreSQL, MySQL, SQLite…
N/A N/A
40137
cmsappian123-bit
Enables interaction with Appian applications through the Model Context Protocol…
40138
dudegladiator
Enables to read, write, format cells, create charts, use formulas, and manage G…
40139
WingmanProtocol-Agent-Gateway
Durable self for AI agents: one-call resume, memory, real browser, free chat + …
40140
nkar123412-hub
Enables AI agents to stake tokens for skill acquisition and verify staking verd…
N/A N/A
40141
sebastianall1977
gmail-mcp5 Claim
N/A N/A 95
40142
taylor224
bell-mcp Claim
A local MCP server that rings a bell through your speakers to provide audible n…
N/A N/A
40143
mirinda-cmd
Explore a variety of implementations that enhance Large Language Models with se…
N/A N/A 95
40144
geondongkim
Local-first shared memory and coordination layer for AI coding agents: reposito…
40145
cheatbased
MCP server for ReceiptConverter that allows AI assistants to parse any receipt …
40146
swesmith-repos
mcp2mqtt Claim 1
An MCP server that bridges the physical world and AI models by enabling natural…
81
40147
J-Fidel
Low-context public task coordination for software agents.
40148
doritoman90000
A Model Context Protocol server that helps users create, validate, and optimize…
81
40149
HyperBDR
beacon-mcp Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
40150
wpwriter
wpwriter Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
81
Showing 40101–40150 of 67181 servers
« Prev 1 801 802 803 804 805 1344 Next »