MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40101
TunnelMind
Tracker / Sigil / Cross-lens — every TunnelMind Data API operation as one MCP s…
— ○ ⏳ — — — — — —
40102
konan-1947
vision-mcp Claim
An MCP server that gives text-only AI coding CLIs the ability to analyze images…
— ○ ⏳ — N/A N/A — — —
40103
GravityKit
Enables AI assistants to manage Drip email marketing automation, including subs…
— ○ ⏳ — — — — — —
40104
andremir
A simple demonstration MCP server that responds with "4" when greeted with "hel…
— ○ ⏳ — N/A N/A — 95 —
40105
ebongard
Multi-carrier parcel tracking server that communicates directly with carrier AP…
— ○ ⏳ — — — — — —
40106
sutarrohit
Backend service that enables users to connect with Binance exchange for viewing…
— ○ ⏳ — N/A N/A — 95 —
40107
jihyerish
A FastMCP server that enables searching Korean legal documents and retrieving r…
— ○ ⏳ — — — — — —
40108
amer585
A multi-service MCP server for Cloudflare Workers that enables managing Gigalix…
— ○ ⏳ — — — — — —
40109
brukhabtu
A Model Context Protocol server that enables AI assistants to interact with Dat…
— ○ ⏳ — — — — 81 —
40110
codingthailand
A template MCP server created with create-xmcp-app that demonstrates structured…
— ○ ⏳ — N/A N/A — 95 —
40111
EthanH9977
ragic-mcp Claim
Enables AI agents to interact with Ragic databases via MCP protocol, supporting…
— ○ ⏳ — — — — — —
40112
mcpanalytics
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
— ○ ⏳ — — — — 81 —
40113
hunter-volkman
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
— ○ ⏳ — N/A N/A — — —
40114
KeeVor
Enables AI assistants to directly query MySQL databases, list tables, and view …
— ○ ⏳ — N/A N/A — — —
40115
zernio
Zernio Claim
Social APIs for developers and AI agents. Schedule posts, track analytics, answ…
— ○ ⏳ — N/A N/A — 95 —
40116
iflow-mcp
Enables interaction with Uber Eats for food ordering and delivery management th…
— ○ ⏳ — N/A N/A — — —
40117
novadyne-hq
Ledger MCP Claim
Provides double-entry accounting for AI agents, allowing creation of a chart of…
— ○ ⏳ — — — — — —
40118
lazymac2x
Cloudflare Workers MCP server: ai-agent-scratchpad
— ○ ⏳ — — — — — —
40119
schwarztim
A Model Context Protocol server that enables AI assistants to perform network p…
— ○ ⏳ — — — — — —
40120
rithikanupam-hub
Production-grade MCP server for autonomous web automation with stealth features…
— ○ ⏳ — N/A N/A — — —
40121
revmng-mcp Claim 1
Revenue-management tools for AI agents: seat protection, overbooking, pricing, …
— ○ — N/A N/A — 81 —
40122
jinhyunan
MCP server providing deterministic, standards-traceable engineering calculation…
— ○ ⏳ — — — — — —
40123
hlavrencic
MCP server for Portainer REST API that enables AI assistants to manage Docker c…
— ○ ⏳ — — — — — —
40124
bknc-odoo
gmail_mcp Claim
— ○ ⏳ — N/A N/A — 95 —
40125
zwitbaum
MCP server for on-premises Azure DevOps that lets AI assistants browse reposito…
— ○ ⏳ — — — — — —
40126
tznthou
ccRecall Claim
Enables Claude Code to query and store memories from past conversations using F…
— ○ ⏳ — N/A N/A — — —
40127
charts-mcp Claim 2
MCP server for generating charts using AntV. Supports various chart types throu…
— ○ — N/A N/A — 81 —
40128
kud
mcp-qobuz Claim
AI-native MCP server for Qobuz that enables searching, browsing, and managing y…
— ○ ⏳ — — — — — —
40129
DingDawg-dev
HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit pre…
— ○ ⏳ — N/A N/A — 83 —
40130
nlapi
US equity data for AI agents — 23 years intraday + daily, SEC filings. x402 USD…
— ○ ⏳ — — — — — —
40131
ntwkrgr
bear-mcp Claim
Enables Claude to interact with Bear notes (via better-bear-cli) for listing, s…
— ○ ⏳ — N/A N/A — — —
40132
calypso-so
Calypso multimodal RAG for grounded answers from docs, images, charts, and know…
— ○ ⏳ — N/A N/A — — —
40133
blockchainacademics
mcp Claim
Crypto MCP — 99 tools across news, market, on-chain, sentiment, indicators, age…
— ○ ⏳ — N/A N/A — — —
40134
Merit-Systems
agentcash Claim
Generic MCP server for calling x402-protected APIs with automatic payment handl…
— ○ ⏳ — N/A N/A — 95 —
40135
Hyeonu-Cha
MCP server for .NET coverage: run tests, parse Cobertura, find uncovered branch…
— ○ ⏳ — N/A N/A — — —
40136
spiritledsoftware
Caplets Claim
A progressive-disclosure gateway for MCP servers that keeps tool lists small by…
— ○ ⏳ — — — — 81 —
40137
extinctsion
mcp-py-devto Claim
Enables interaction with dev.to platform through a message-based architecture, …
— ○ ⏳ — — — — — —
40138
ahmedEid1
Read-only MCP over an agentic SLR workspace with per-claim citation verification
— ○ ⏳ — — — — — —
40139
isthisemaildangerous
Enables Claude to extract text and metadata from PDF files via URL or base64 en…
— ○ ⏳ — N/A N/A — — —
40140
uaixo
Enables AI assistants to manage multiple Outlook/Microsoft 365 mailboxes simult…
— ○ ⏳ — N/A N/A — — —
40141
pipeworx-io
Provides access to Israel's national open data portal (data.gov.il) via CKAN AP…
— ○ ⏳ — — — — 81 —
40142
EliyahuAI
Generates, validates, and updates structured research tables by synthesizing mu…
— ○ ⏳ — — — — — —
40143
ArthDh
An MCP server that performs automated code reviews by analyzing git diffs again…
— ○ ⏳ — N/A N/A — — —
40144
print-one
mcp-server Claim
An MCP server to send personalised direct mail.
— ○ ⏳ — — — — — —
40145
cyanheads
Browse and query the EIA API v2 — electricity, petroleum, natural gas, coal, fo…
— ○ ⏳ — — — — — —
40146
benswel
qr-for-agent Claim
Dynamic QR code MCP server for AI agents. Create, retarget, and track QR codes
— ○ ⏳ — N/A N/A — 95 —
40147
statespace-tech
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
— ○ ⏳ — — — — 81 —
40148
Yasirrazaa
Converts Jupyter notebooks to a simplified plain text format to reduce token us…
— ○ ⏳ — N/A N/A — 95 —
40149
sid12super
A multi-agent research system that decomposes complex queries into targeted sub…
— ○ ⏳ — N/A N/A — — —
40150
930m310n
mcp Claim
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
— ○ ⏳ — N/A N/A — — —
Showing 40101–40150 of 69365 servers
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