MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33151
aixsignal
mcp-server Claim
N/A N/A 95
33152
MomoSGM
Provides tools to check disk usage and search files by keyword on the local sys…
N/A N/A
33153
DaVinciPicks
AI sports predictions for NBA, NFL, NHL & MLB — picks, cards, track record, sch…
N/A N/A
33154
manasvisharma-YAI
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
N/A N/A
33155
Obra-Studio
Enables AI assistants to read, create, and modify Figma designs, synchronize de…
33156
ayaz
Enables AI assistants to manage Cloudways infrastructure, including servers, ap…
33157
lesleslie
graphics-mcp Claim
Unified MCP server for graphics manipulation with multiple backends.
N/A N/A
33158
KERSagency
Connects Claude Code with GoHighLevel CRM to manage contacts, pipelines, calend…
N/A N/A
33159
dev-87i5
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
81
33160
Evin009
Enables users to interact with GitHub via natural language requests, executing …
33161
solanabughunter-glitch
opensearch-mcp-server-py is a Model Context Protocol (MCP) server for OpenSearc…
33162
OxSci-AI
A scaffold project for building FastAPI-based Model Context Protocol servers wi…
81
33163
Drewster93
Wraps the Findymail API to enable email finding, verification, and enrichment t…
N/A N/A
33164
kopiloto
Enables interacting with GitLab repositories, merge requests, and code through …
33165
SheinbergStudio-Dev
Enables AI assistants to control Adobe After Effects through a standardized MCP…
N/A N/A
33166
WW-AI-Lab
Enables AI assistants to generate and edit images using Azure OpenAI's gpt-imag…
33167
pdfgate
mcp-server Claim
MCP server for the PDFGate API. Generate PDFs, manage documents and handle e-si…
N/A N/A
33168
lycheejello
acu-mcp Claim
Enables read-only analytics queries on Acumatica ERP data, including sales orde…
N/A N/A
33169
itsstoyan
AgentHub Claim
A local MCP server that orchestrates multi-agent coding teams by spawning worke…
N/A N/A
33170
mattcoatsworth
A comprehensive MCP server for interacting with the Klaviyo API, providing tool…
N/A N/A
33171
jupyter-ai-contrib
A configurable MCP server extension for Jupyter Server that enables dynamic reg…
N/A N/A
33172
spp417833515
Cross-platform remote debugging agent with MCP support for launching processes,…
33173
rogan297
Enables users to ask questions in Portuguese about marketing metrics (ROI, CAC,…
N/A N/A
33174
CSOAI-ORG
cli-builder-ai-mcp MCP server by MEOK AI Labs
N/A N/A 95
33175
fdbadmin
Enables AI assistants to control Philips Hue smart lighting systems using natur…
N/A N/A
33176
MohGanji
Enables AI agents to build and interact with mind maps on mindmap.io. Agents ca…
33177
dev-montyoh
vikunja-mcp Claim
Enables to interact with Vikunja task management through its REST API, supporti…
33178
meetv123
Enables Claude to query Empower/Personal Capital financial accounts, net worth,…
N/A N/A
33179
LevDomasnih
coordinaut Claim
Coordinates parallel AI coding agents by providing task ownership, scoped file …
33180
PattrickChenforclaudeuse
Cosmic Score from 26 divination systems: the consensus when traditions disagree…
N/A N/A
33181
theslmcompany
MCP server allowing two agents to play chess or Connect Four against each other…
N/A N/A
33182
threadlinqs-cmd
Unifies 7,283+ detection rules from Sigma, Splunk ESCU, Elastic, and KQL into a…
N/A N/A
33183
byrn-baker
Enhanced Nautobot 3.1.0 integration for NetClaw with GraphQL reads, REST writes…
33184
bw493
LTspice MCP Claim
This MCP server enables agents to control LTspice on macOS for running simulati…
N/A N/A
33185
junyuan-qi
Enables AI models to send messages to Lark users and manage calendar events (li…
N/A N/A
33186
EESHAN-ANAND
An advanced calculator MCP server that provides a wide range of mathematical op…
33187
vickhunter
Creates a complete promotional campaign kit from a short brief using web resear…
33188
mattgotteiner
Local stdio MCP server that mirrors the public Gmail MCP server tool surface wh…
N/A N/A
33189
a526800921
Wingman Claim
A wingman MCP server for Claude Code that provides auxiliary tools for file sum…
N/A N/A
33190
hkbu-kennycheng
Enables LLMs like Claude to bidirectionally chat with diffusion-based LLMs (e.g…
N/A N/A
33191
mayank2012
A starter MCP server for Actionstep-style conveyancing automation, providing ex…
33192
Brand-System
Make your brand machine-readable. Extract identity from any website into tokens…
N/A N/A 95
33193
davidfesteban
Provides MCP tools to read, search, create, append, and delete iCloud Notes by …
33194
Osmansiddiquer
Provides access to Iconify's 200,000+ open source vector icons from 200+ icon s…
N/A N/A
33195
luowei-tech
asd Claim
N/A N/A 95
33196
twohalves
Chemical safety and industrial regulatory intelligence MCP server. Check substa…
81
33197
AceDataCloud
Enables structured content extraction and JavaScript rendering from URLs via th…
33198
AceDataCloud
OpenAIMCP Claim
A Model Context Protocol server for OpenAI API access via AceDataCloud, enablin…
33199
Burserk84
Enables AI assistants to deploy and manage static websites on EdgeOne Pages via…
33200
netty-linux
Production MCP server for querying the official Meta Ad Library API to search a…
Showing 33151–33200 of 62421 servers
« Prev 1 662 663 664 665 666 1249 Next »