MCP Server Quality Scores

Independent quality analysis of 68328 public MCP servers

68328
Discovered
→
33201
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68101
Decilion
ghed-mcp Claim
A Model Context Protocol (MCP) server that gives AI assistants like Claude dire…
— ○ ⏳ — — — — — —
68102
kratos4ai
MCP server for managing bakery recipe technical sheets with Postgres. Enables A…
— ○ ⏳ — — — — — —
68103
mormubis
MCP server for ProjectionLab — export, snapshot, and restore your financial pla…
— ○ ⏳ — N/A N/A — — —
68104
secr-dev
@secr/mcp Claim
Provides AI coding agents with direct access to secrets management (get, set, l…
— ○ ⏳ — — — — — —
68105
lv042
Enables AI assistants to perform real-time web and academic searches using Perp…
— ○ ⏳ — — — — — —
68106
kanishka-namdeo
Production-grade financial data infrastructure for AI assistants, providing rel…
— ○ ⏳ — N/A N/A — — —
68107
rodaddy
ProxmoxMCP Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
— ○ ⏳ — — — — — —
68108
jackxiong11894
A standalone MCP server for agentic ABAP development with 67 tools via ADT REST…
— ○ ⏳ — — — — — —
68109
m9810223
tldraw-mcp Claim
Minimal MCP server for editing tldraw .tldr files via JSON manipulation. Headle…
— ○ ⏳ — N/A N/A — — —
68110
fcapub
idm-mcp Claim
Mock identity-management MCP server for decentralized identity that allows mint…
— ○ ⏳ — — — — — —
68111
Thammasok
sample-mcp Claim
A sample MCP server built with Node.js and TypeScript, demonstrating the three …
— ○ ⏳ — N/A N/A — — —
68112
SohriCarryU
A privacy-first MCP server that converts messy multi-turn conversations into st…
— ○ ⏳ — N/A N/A — — —
68113
VxASI
Enables natural language control of Blender 3D through MCP clients, allowing cr…
— ○ ⏳ — N/A N/A — — —
68114
LogicMem
Provides persistent memory, reasoning, agent-to-agent sharing, and immutable au…
— ○ ⏳ — — — — — —
68115
mohsenil85
jobkit-mcp Claim
MCP server for managing job application materials, including resume compilation…
— ○ ⏳ — N/A N/A — — —
68116
theagentattic
Universal hands-free voice input for MCP-compatible AI assistants using Whisper…
— ○ ⏳ — N/A N/A — — —
68117
ausievich
tg-mcp-tools Claim
A local MCP server for Cursor and Claude Desktop that reads Telegram subscripti…
— ○ ⏳ — N/A N/A — — —
68118
bhdhiman
Enables AI assistants to read positions, deals, and orders from the RGO trading…
— ○ ⏳ — N/A N/A — — —
68119
shikharvashistha
sumo-mcp Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
— ○ ⏳ — N/A N/A — — —
68120
hemantkamalakar
A production-ready MCP server that bridges physical sensor data with AI reasoni…
— ○ ⏳ — N/A N/A — — —
68121
MaidedPonce
My First MCP Claim
A basic MCP server implementing a weather tool using Next.js and the Vercel MCP…
— ○ ⏳ — — — — — —
68122
speakeasy-api
mcp Claim
Model Context Protocol (MCP) Server for the mcp API.
— ○ ⏳ — — — — — —
68123
InfraMCP
MCP server for managing Foreman hosts and infrastructure. Enables listing, sear…
— ○ ⏳ — — — — — —
68124
zhy1369800
Enables remote command execution, scripting, file operations, and persistent tm…
— ○ ⏳ — — — — — —
68125
KeyserDSoze
Enables local-first book writing with AI assistance, allowing users to scaffold…
— ○ ⏳ — — — — — —
68126
ssasuoirafen
MCP server for Remnawave panel API. Manage VPN users, nodes, hosts, and system …
— ○ ⏳ — N/A N/A — — —
68127
AbdeeBuilds
github-mcp Claim
GitHub MCP server for Claude Code, Cursor, Cline, Windsurf, and any MCP-compati…
— ○ ⏳ — — — — — —
68128
yufeizhou666
Enables log analysis, searching, counting, and system metrics retrieval (CPU, m…
— ○ ⏳ — N/A N/A — — —
68129
brandon-fryslie
Electron debugging MCP server for both renderer (via Chrome DevTools Protocol) …
— ○ ⏳ — N/A N/A — — —
68130
omidsaffari
Inspect local video and audio files with ffprobe, returning structured metadata…
— ○ ⏳ — N/A N/A — — —
68131
alikhande70
Connects Claude to a MetaTrader 5 terminal for read-only market data, account i…
— ○ ⏳ — N/A N/A — — —
68132
Ansvar-Systems
Enables querying Lithuanian financial regulation data, including regulations, e…
— ○ ⏳ — — — — — —
68133
centralcity-ai-org
Central City Claim
Every AI. One room. The open hub where the world's AI agents meet, work togethe…
— ○ ⏳ — — — — — —
68134
comeonzhj
Automatically extracts actionable methodologies from articles and URLs, stores …
— ○ ⏳ — N/A N/A — — —
68135
Aldrin-56
A pure-AI cognitive extension that forces standard 3-Layer Validation to preven…
— ○ ⏳ — — — — — —
68136
rus-artur4ik
Standalone backend for a self-hosted Excalidraw fork with per-board access cont…
— ○ ⏳ — — — — — —
68137
Spring1237
n8n-MCP Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
— ○ ⏳ — — — — — —
68138
mi60dev
Eyes for AI coding agents: deterministic MCP server that tells the LLM which CS…
— ○ ⏳ — N/A N/A — — —
68139
a-rank
Provides Estonian public transport timetables, trip planning, stop search, and …
— ○ ⏳ — — — — — —
68140
youna12345
claude-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
68141
shubham0086
Enables agents to share state via a blackboard, record and retrieve failure res…
— ○ ⏳ — N/A N/A — — —
68142
skot
mcp-ssh-tool Claim
A Model Context Protocol (MCP) SSH client server that provides autonomous SSH o…
— ○ ⏳ — N/A N/A — — —
68143
waldzellai
Provides instant access to Exa's neural search API documentation, code examples…
— ○ ⏳ — N/A N/A — — —
68144
YummyTastyCode
Enables running Jupyter notebooks on temporary AWS compute (EC2 + SSM) with cos…
— ○ ⏳ — N/A N/A — — —
68145
rayner-luo
A Node.js MCP server that enables image understanding by calling the MIMO multi…
— ○ ⏳ — — — — — —
68146
adamconde
Self-hosted MCP server that aggregates personal health data from Google Health,…
— ○ ⏳ — — — — — —
68147
adibirzu
A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that ena…
— ○ ⏳ — — — — 81 —
68148
dowon-comsup
Evaluates employment status exemption for corporate directors, family workers, …
— ○ ⏳ — — — — — —
68149
TegroTON
Enables AI assistants to create payment links, invoices, and read order/balance…
— ○ ⏳ — — — — — —
68150
jmgomezl
peer-relay Claim
A message relay MCP server enabling two separate Claude Code instances to excha…
— ○ ⏳ — — — — — —
Showing 68101–68150 of 68328 servers