MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55951
heungmangoo-art
saju Claim
Korean Four Pillars (Saju) astrology — birth charts, Day Masters, Five Elements…
— ○ ⏳ — N/A N/A — 95 —
55952
evo-hydra
Enables AI agents to map cross-repository dependencies, detect breaking changes…
— ○ ⏳ — N/A N/A — — —
55953
DataCovey
NornWeave Claim
Open-source, self-hosted Inbox-as-a-Service API for AI agents. It enables agent…
— ○ ⏳ — — — — — —
55954
rifaterdemsahin
mcp_poc Claim
A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
— ○ ⏳ — N/A N/A — — —
55955
zueai
An MCP server that visually reviews UI edit requests by comparing screenshots b…
— ○ ⏳ — N/A N/A — 95 —
55956
shigechika
gwsadm-mcp Claim
Google Workspace security-audit MCP server — read-only visibility into account …
— ○ ⏳ — — — — — —
55957
orchidautomation
Instantly Claim
This Model Context Protocol (MCP) server acts as a bridge between AI agents and…
— ○ ⏳ — N/A N/A — 95 —
55958
kaichen
Enables text-to-speech generation using the Groq API, supporting multiple audio…
— ○ ⏳ — — — — — —
55959
CITROOT
daxoom Claim
Owner-verified local business data for AI agents: profiles, hours, prices, with…
— ○ ⏳ — — — — — —
55960
aself101
Enables creation of secure-by-default MCP servers with 5-layer validation to pr…
— ○ ⏳ — — — — — —
55961
dacmail
A read-only MCP server that enables Claude to monitor Indexa Capital investment…
— ○ ⏳ — — — — — —
55962
RayssaMansur
Specialized MCP server for digital marketing and social media management, enabl…
— ○ ⏳ — N/A N/A — — —
55963
SydYuan
Enables AI agents to search and retrieve market signals, revenue ideas, and gro…
— ○ ⏳ — — — — — —
55964
puran-water
Enables language-model agents to create, modify, analyze, and persist process-e…
— ○ ⏳ — N/A N/A — — —
55965
AWS MCP Server Claim 1
A managed MCP server enabling AI agents to access AWS using docs, API calls, an…
— ○ — N/A N/A — 81 —
55966
kentcdodds
Enables running a remote MCP server on Cloudflare Workers with OAuth login, all…
— ○ ⏳ — — — — — —
55967
flyfish-dev
File AI Claim
A read-only MCP server that provides document awareness for agents by parsing l…
— ○ ⏳ — N/A N/A — — —
55968
yifanyifan897645
git-summary ⚡ Claim
Git repo intelligence: summaries, blame, changelogs, branch health, and history…
— ○ ⏳ — N/A N/A — 95 —
55969
recla93
An MCP server that provides persistent semantic memory for LLMs by building a c…
— ○ ⏳ — N/A N/A — — —
55970
lanternrow
TikTok organic analytics — video performance, engagement metrics, and profile i…
— ○ ⏳ — N/A N/A — — —
55971
calclavia
mcp-obsidian Claim
This is a connector to allow Claude Desktop (or any MCP client) to read and sea…
— ○ ⏳ — N/A N/A — 95 —
55972
ranydone
Enables searching news, fetching top headlines, listing sources, and generating…
— ○ ⏳ — N/A N/A — — —
55973
fatihdagustu20-hub
A free MCP server providing 13 tools for email verification, domain intelligenc…
— ○ ⏳ — — — — — —
55974
Bigabou007-dev
x402-md-mcp Claim
Enables extracting clean Markdown from any webpage by paying $0.005 USDC per ca…
— ○ ⏳ — — — — — —
55975
inSideos-designs
cowork-qa Claim
Goal-driven Playwright browser sessions for LLMs, with full action traces and a…
— ○ ⏳ — N/A N/A — — —
55976
kuramalab
An MCP server for QA and test automation that provides runtime switching betwee…
— ○ ⏳ — N/A N/A — — —
55977
RollingGo-AI
RollingGo MCP is a high-performance hotel search and recommendation service bui…
— ○ ⏳ — — — — — —
55978
dynamicendpoints
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
— ○ ⏳ — N/A N/A — 95 —
55979
wishsoul
Enables coding agents to query real SF Symbol names from the local SF Symbols a…
— ○ ⏳ — N/A N/A — — —
55980
soracom-labs
A Model Context Protocol (MCP) server for interacting with SORACOM APIs.
— ○ ⏳ — — — — — —
55981
TradeOS-AI
[TEST] TradeOS MCP bridge: ticker search, My Agent, chart TA, macro news. npm o…
— ○ ⏳ — — — — — —
55982
PostHog
A Model Context Protocol server that enables Claude Desktop users to interact d…
— ○ ⏳ — N/A N/A — 95 —
55983
trussler-leveragepointdata
MCP server for querying procurement and inventory documents (invoices, purchase…
— ○ ⏳ — N/A N/A — — —
55984
mhd-faraz
Enables AI-driven expense tracking and budget management, including adding expe…
— ○ ⏳ — — — — — —
55985
MathiasPaulenko
WaveXisMCP Claim
A comprehensive browser automation MCP server providing 149 tools across 13 cap…
— ○ ⏳ — — — — — —
55986
pquattro
MemoraEU Claim
Zero-knowledge persistent memory layer for AI agents. Encrypted client-side, ho…
— ○ ⏳ — N/A N/A — 75 —
55987
SebastienGal
Émile Claim
MCP server for the Émile wine cellar — list, add, recommend, scan and search 10…
— ○ ⏳ — — — — — —
55988
0xfreak0
sui-mcp Claim
Read-only MCP server for Sui blockchain analytics with 44 tools covering wallet…
— ○ ⏳ — — — — — —
55989
rohit1223
An MCP server for managing Oracle Cloud Infrastructure API Gateways, enabling l…
— ○ ⏳ — N/A N/A — — —
55990
dablro12
Provides emergency hotline numbers, restrooms and outdoor safety bells, after-h…
— ○ ⏳ — — — — — —
55991
democratize-technology
Chronos MCP Claim
A comprehensive MCP server for CalDAV calendar management, supporting multi-acc…
— ○ ⏳ — — — — — —
55992
matematicsolutions
se-eli-mcp Claim
Enables AI agents to search and retrieve consolidated Swedish statutes (SFS) fr…
— ○ ⏳ — — — — — —
55993
Joel-hanson
Enables interaction with Kafka clusters via MCP, supporting topic management (l…
— ○ ⏳ — — — — — —
55994
backsoul
mcp-n8n Claim
MCP server for integrating with n8n, enabling workflow automation and managemen…
— ○ ⏳ — N/A N/A — — —
55995
Hitsteps
AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chat…
— ○ ⏳ — — — — — —
55996
praxeo
An MCP server that provides access to 400+ AI models via OpenRouter, enabling c…
— ○ ⏳ — — — — — —
55997
IBM
A Model Context Protocol (MCP) server for searching STAC catalogs, downloading …
— ○ ⏳ — — — — — —
55998
jmpijll
This MCP server provides tools to interact with FortiManager via JSON-RPC, but …
— ○ ⏳ — — — — — —
55999
toby1123yjh
Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
— ○ ⏳ — N/A N/A — — —
56000
vinkius-labs
A local MCP server that extracts clean Markdown from any developer portal using…
— ○ ⏳ — N/A N/A — — —
Showing 55951–56000 of 69135 servers