MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65701
Keelside
mcp-sap-cpi Claim
Connects Claude to SAP Cloud Platform Integration (CPI) to diagnose failed mess…
— ○ ⏳ — — — — — —
65702
nauta-ai
Holster MCP Claim
Local-first secret scanning, rotation, vault, and audit-log tools for AI agents.
— ○ ⏳ — N/A N/A — — —
65703
chayasin
Enables AI assistants to interact with PostgreSQL databases through query execu…
— ○ ⏳ — N/A N/A — 95 —
65704
achaljhawar
Daito Claim
MCP server for screening Indian stocks and mutual funds by wrapping screener.in…
— ○ ⏳ — — — — — —
65705
SidneyBissoli
MCP server for Brazilian Federal Senate open data (legislative, administrative,…
— ○ ⏳ — — — — — —
65706
praeceptor-thesis
Search the skill-builder registry and auto-install skills for Claude Code, Curs…
— ○ ⏳ — N/A N/A — — —
65707
lumifyai
Schedules, scores, odds, splits & explainable AI bet confidence — 8+ sports, fr…
— ○ ⏳ — — — — — —
65708
RareSense
Nova3D Claim
Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL…
— ○ ⏳ — N/A N/A — — —
65709
BentleySystems
MCP server for Bentley STAAD.Pro via the OpenSTAAD API
— ○ ⏳ — N/A N/A — — —
65710
erdncyz
Provides live Apple documentation fetching, Xcode build error analysis, and Swi…
— ○ ⏳ — — — — — —
65711
dpaul20
QAcito Claim
Autonomous QA platform powered by Claude + Playwright that allows AI to write, …
— ○ ⏳ — N/A N/A — — —
65712
DerLegatLabienus
MCP server for Trello that enables comprehensive management of boards, cards, l…
— ○ ⏳ — N/A N/A — — —
65713
Magnus-Gille
Munin Memory Claim
Enables AI assistants to have persistent, self-hosted memory across sessions an…
— ○ ⏳ — — — — — —
65714
fawazbayureksa
A Laravel-based AI-powered chat interface for business management operations, e…
— ○ ⏳ — — — — — —
65715
AcuityScan
Enables AI clients to run comprehensive website scans for security, accessibili…
— ○ ⏳ — — — — — —
65716
CSOAI-ORG
GOC-compliant optical dispense record validation. Captures prescription, lens c…
— ○ ⏳ — N/A N/A — — —
65717
williamchek
A robust, lightweight Model Context Protocol (MCP) server designed to empower y…
— ○ ⏳ — N/A N/A — — —
65718
vaibhavkkk
A Model Context Protocol server for AI persona management with JIRA integration…
— ○ ⏳ — N/A N/A — — —
65719
pranjal2410719
dev-mcp Claim
Turns AI assistants into active Technical Project Managers by providing a persi…
— ○ ⏳ — N/A N/A — — —
65720
obirimensah05
A shared communication bus for multiple agents using NATS and MCP, enabling MCP…
— ○ ⏳ — — — — — —
65721
ZebpayRajesh
MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orde…
— ○ ⏳ — N/A N/A — 75 —
65722
ahelme
Enables browser automation (navigate, screenshot, click, type, etc.) for Claude…
— ○ ⏳ — N/A N/A — — —
65723
MCP-Forge
Enables AI agents to interact with the FormIO API for dynamic form creation, su…
— ○ ⏳ — N/A N/A — — —
65724
bradbogdan
kalendia-mcp Claim
An MCP server for Kalendia that enables AI assistants to manage calendar connec…
— ○ ⏳ — N/A N/A — — —
65725
lie5860
Enables Claude to perform real-time web searches and fetch web page content via…
— ○ ⏳ — — — — — —
65726
michaelneale
mcp-read-pdf Claim
MCP server to read protected (or unprotected) PDF files, extracting text to a t…
— ○ ⏳ — N/A N/A — — —
65727
agent-engineering-studio
Enables natural language interaction with a GeoServer instance for managing wor…
— ○ ⏳ — — — — — —
65728
einiba
Confidence-scored domain availability checking with real-time DNS + WHOIS looku…
— ○ ⏳ — — — — — —
65729
mob-dev-org
MCP server for managing OLX.ba / PIK.ba shops, enabling listing management, cat…
— ○ ⏳ — N/A N/A — — —
65730
protae5544
websites Claim
— ○ ⏳ — N/A N/A — 95 —
65731
rfalexandre
Pharus MCP Claim
A Python MCP server for integrated discovery and querying of investigative serv…
— ○ ⏳ — — — — 81 —
65732
arun250492
Personal-MCP Claim
An MCP server that provides [describe what your server does]
— ○ ⏳ — N/A N/A — — —
65733
benjammartin
Munition Claim
x402-paid service wrapper for AI agents with anonymous USDC wallet funding. Cur…
— ○ ⏳ — N/A N/A — — —
65734
18089280501
yubin1230 Claim
— ○ ⏳ — N/A N/A — 95 —
65735
universal-mcp
Provides a standardized interface for interacting with Google-Gemini's tools an…
— ○ ⏳ — — — — — —
65736
megaease
Enables middleware management, information checking, backups, and node-level op…
— ○ ⏳ — — — — — —
65737
businessmcp
businessmcp Claim
Your whole business as one MCP server: analytics, CRM, SEO, ads, revenue. Scope…
— ○ ⏳ — — — — — —
65738
MarcoFloresCa
A read-only MCP server for querying Salesforce metadata and object schemas acro…
— ○ ⏳ — — — — 81 —
65739
Grinv
Steam store/game data (no key) plus player profiles, libraries and achievements…
— ○ ⏳ — N/A N/A — — —
65740
brukhabtu
A Model Context Protocol server that enables AI assistants to interact with Dat…
— ○ ⏳ — — — — 81 —
65741
manutout
allema Claim
— ○ ⏳ — N/A N/A — 95 —
65742
mrishabh7
kundali-mcp Claim
A Vedic astrology MCP server that computes birth charts, dashas, transits, and …
— ○ ⏳ — N/A N/A — — —
65743
GeObts
Enables AI agents to perform Lido staking operations (stake, unstake, wrap, unw…
— ○ ⏳ — — — — — —
65744
mhenry3164
Connects Twenty CRM with AI assistants like Claude, enabling natural language i…
— ○ ⏳ — — — — — —
65745
justguy
Provides code-aware context compression by stripping comments, docstrings, and …
— ○ ⏳ — — — — 81 —
65746
ArtyMcLabin
Lean Gmail MCP server with auto authentication support
— ○ ⏳ — N/A N/A — — —
65747
JSONbored
Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and …
— ○ ⏳ — — — — — —
65748
radi-totev
AgentAuth Claim
Identity and auth for AI agents: credentials, tokens, delegations, and permissi…
— ○ ⏳ — N/A N/A — 75 —
65749
BANCS-Norway
A flexible MCP server enabling multiple Claude AI sessions to coordinate work a…
— ○ ⏳ — — — — — —
65750
madev
Enables AI assistants to access DotVVM UI control documentation, including list…
— ○ ⏳ — N/A N/A — — —
Showing 65701–65750 of 69007 servers