MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48101
raphyduck
Self-hosted scheduler using Notion as control plane and Docker container with S…
— ○ ⏳ — — — — — —
48102
koyeliaghosh
Provides real-time stock analysis tools including price lookup, comprehensive i…
— ○ ⏳ — — — — — —
48103
Remote MCP server bridging Motion to Claude
— ○ — N/A N/A — 81 —
48104
konan-1947
vision-mcp Claim
An MCP server that gives text-only AI coding CLIs the ability to analyze images…
— ○ ⏳ — N/A N/A — — —
48105
andremir
A simple demonstration MCP server that responds with "4" when greeted with "hel…
— ○ ⏳ — N/A N/A — 95 —
48106
harrison
ai-counsel Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
— ○ ⏳ — N/A N/A — 95 —
48107
Qiuzer
Enables AI assistants to query nearby parties, retrieve party details, and gene…
— ○ ⏳ — — — — — —
48108
ebongard
Multi-carrier parcel tracking server that communicates directly with carrier AP…
— ○ ⏳ — — — — — —
48109
sutarrohit
Backend service that enables users to connect with Binance exchange for viewing…
— ○ ⏳ — N/A N/A — 95 —
48110
DeepTempo
Provides tools for DeepTempo AI SOC including findings and case management, inv…
— ○ ⏳ — — — — — —
48111
NasAndNora
First HTTP-native MCP server for Obsidian that solves stdio transport bugs, ena…
— ○ ⏳ — N/A N/A — — —
48112
jihyerish
A FastMCP server that enables searching Korean legal documents and retrieving r…
— ○ ⏳ — — — — — —
48113
amer585
A multi-service MCP server for Cloudflare Workers that enables managing Gigalix…
— ○ ⏳ — — — — — —
48114
victor-zanardo-wy1b
Consultor de IA e Vendedor Virtual especializado em soluções de tecnologia para…
— ○ ⏳ — — — — 81 —
48115
CSOAI-ORG
Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get…
— ○ ⏳ — N/A N/A — — —
48116
jonesbanana
Connects Claude.ai to your Motion workspace, enabling task and project manageme…
— ○ ⏳ — — — — — —
48117
brukhabtu
A Model Context Protocol server that enables AI assistants to interact with Dat…
— ○ ⏳ — — — — 81 —
48118
sjcripps
BizIntel Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
— ○ ⏳ — — — — 81 —
48119
jongko54
webEmbedding Claim
Source-first URL clone, capture, rebuild, and fidelity verification tools.
— ○ ⏳ — — — — — —
48120
SMABoundless
crossref Claim
Search and retrieve scholarly metadata from the Crossref REST API
— ○ ⏳ — N/A N/A — — —
48121
191341025
A Python-powered Model Context Protocol server that provides safe database insp…
— ○ ⏳ — — — — 81 —
48122
Positif Claim
The agent switchboard: identity, policy, loop-guard, and an append-only audit l…
— ○ ⏳ — N/A N/A — 95 —
48123
zernio
Zernio Claim
Social APIs for developers and AI agents. Schedule posts, track analytics, answ…
— ○ ⏳ — N/A N/A — 95 —
48124
KeeVor
Enables AI assistants to directly query MySQL databases, list tables, and view …
— ○ ⏳ — N/A N/A — — —
48125
iflow-mcp
Enables interaction with Uber Eats for food ordering and delivery management th…
— ○ ⏳ — N/A N/A — — —
48126
novadyne-hq
Ledger MCP Claim
Provides double-entry accounting for AI agents, allowing creation of a chart of…
— ○ ⏳ — — — — — —
48127
vanekyj
licensing Claim
MCP-native software license keys for AI-built apps — EARLY ACCESS (waitlist, no…
— ○ ⏳ — — — — — —
48128
ferronicardoso
Production-oriented MCP server for Microsoft SQL Server, enabling query executi…
— ○ ⏳ — — — — — —
48129
guh
guhhan4678 Claim
— ○ ⏳ — N/A N/A — 95 —
48130
longevity-genie
addgene-mcp Claim
MCP server for Addgene plasmid repository, enabling AI assistants to search, fi…
— ○ ⏳ — — — — — —
48131
FenrirDWolf
Transforms a single natural language prompt into a synchronized distribution of…
— ○ ⏳ — — — — — —
48132
dytavan
Enables interaction with the Tailscale API to manage devices, ACLs, keys, and D…
— ○ ⏳ — — — — 81 —
48133
GabsPereiraDev
mcp-supabase Claim
Enables interaction with Supabase databases, including listing tables, querying…
— ○ ⏳ — N/A N/A — — —
48134
sharon-nasimiyu
Educational example of an MCP server built with FastMCP, demonstrating how to e…
— ○ ⏳ — — — — — —
48135
marklambrecht
Enables AI agents to read RSS/BlueSky feeds, clip and summarize articles, save …
— ○ ⏳ — — — — — —
48136
yasuhidekoizumi-afk
rms-mcp Claim
Enables retrieval of Rakuten RMS sales data, including daily summaries, product…
— ○ ⏳ — — — — — —
48137
mcpwright
fred-mcp Claim
Enables AI agents to search and retrieve FRED economic time series, including v…
— ○ ⏳ — N/A N/A — — —
48138
billmacuk
LiftMCP Claim
Makes websites AI-agent-ready via MCP. Each property gets its own hosted MCP se…
— ○ ⏳ — — — — — —
48139
@itorisaias
Demonstrate and validate the Model Context Protocol server implementation with …
— ○ ⏳ — — — — 81 —
48140
lithtrix
Identity, memory, trust, and swarm primitives for AI agents. MIRC base always f…
— ○ ⏳ — N/A N/A — — —
48141
mambalabsdev
Find a named page type on a company's own website from its domain, in 11 langua…
— ○ ⏳ — N/A N/A — — —
48142
tachibanayu24
This MCP server enables Claude to access and log Fitbit health data, including …
— ○ ⏳ — — — — — —
48143
Nodeblue-AI
Connects Ignition SCADA and Studio 5000 PLC to correlate tags end-to-end, trace…
— ○ ⏳ — N/A N/A — — —
48144
lukisch
17 tools for code analysis, JSON repair, encoding fix, format conversion, diff,…
— ○ ⏳ — N/A N/A — 95 —
48145
standardbeagle
image-mcp Claim
Provides 80+ image processing tools including AI generation, background removal…
— ○ ⏳ — — — — — —
48146
lingeswaranTW
bahmni-mcp Claim
MCP server that exposes the OpenMRS/Bahmni REST API as tools for Claude to inte…
— ○ ⏳ — — — — — —
48147
taka392
discord-mcp Claim
MCP server for interacting with Discord via REST API, enabling guild, channel, …
— ○ ⏳ — — — — — —
48148
Lumeo-sd
Enables managing OpenSprinkler irrigation controllers via Claude Desktop, inclu…
— ○ ⏳ — — — — — —
48149
Cuneiform-LLC
clearlist Claim
AI resale manager. Photograph an item, AI writes the listing, publish a sale pa…
— ○ ⏳ — — — — — —
48150
axel-belfort
DEX swap quote API for AI agents. Best swap quotes across Uniswap V2/V3, SushiS…
— ○ ⏳ — — — — 81 —
Showing 48101–48150 of 69224 servers
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