MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56001
ZahiriNatZuke
MCP server for audio transcription using local faster-whisper or OpenAI Whisper…
N/A N/A
56002
santosh-chourasiya
Enables AI agents and developers to securely access Paytm's Payments and Busine…
56003
Yookio-Z
Enables LLMs and AI agents to interact with AFSIM through standardized MCP tool…
N/A N/A
56004
kintone
Official MCP server for kintone, enabling AI assistants to manage kintone apps,…
56005
FanMnz
An MCP server that enables AI assistants to interact with IBM i AS/400 source m…
56006
MCP-Mirror
Provides access to Swiss court decisions through the entscheidsuche.ch API, ena…
81
56007
nextauralabs
shelter Claim
AI financial coaching powered by real bank data — cash flow, alerts, and savings
N/A N/A 83
56008
ms-spown
OrgGen AI Claim
Generate org charts, MCD/ERD data models, and C4 architecture diagrams — pilot …
56009
arsolutioner
A Model Context Protocol (MCP) server for analyzing browser extension security,…
56010
slopweaver
slopweaver Claim
A local-first MCP server that helps Claude Code prioritize your work by searchi…
N/A N/A
56011
iflow-mcp
Integrates multiple search APIs (Google Search, Maps, Flights, Hotels) through …
56012
vielhuber
codemcp Claim
Forwards normalized MCP tools to Codex or Claude Code for agentic coding tasks …
N/A N/A
56013
amer585
A multi-service MCP server for Cloudflare Workers that enables managing Gigalix…
56014
askui
IDB-MCP Claim
MCP server to control iOS simulators for automation, enabling device management…
N/A N/A
56015
Tekgnosis
Persistent memory and vector search for AI agents. Hosted, OAuth-protected via …
56016
Clawdio777
aeonos Claim
AI search visibility MCP. Get cited by ChatGPT, Perplexity, Claude, and Google …
N/A N/A
56017
lordbasilaiassistant-sudo
Enables AI agents to batch-send ETH or ERC-20 tokens to multiple recipients in …
56018
mcpflow
Enables users to connect Claude with various 3D printer management systems, all…
N/A N/A
56019
sham-devs
mcp-md-pdf Claim
Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
N/A N/A
56020
ai-mcp-garage
Enables interaction with Apple's Find My network to track devices, check batter…
81
56021 N/A N/A 95
56022
weiyongxu
mne-docs Claim 1
MCP server for MNE-Python documentation, source code, GitHub issues, and forum
N/A N/A 83
56023
camplight
MCP server that gives AI agents and teams persistent, shared memory using a kno…
56024
joohan1992
orbit Claim
N/A N/A 95
56025
michaelagustin
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
56026
spuentesp
lain Claim
High-performance knowledge graph MCP server for AI coding agents with semantic …
N/A N/A
56027
bdog720
Oraclarr Claim
Read-only diagnostic MCP server for a self-hosted arr stack (Sonarr, Radarr, Pr…
N/A N/A
56028
TubeScribe API Claim 1
YouTube transcripts, metadata, timestamps, and AI summaries for AI agents. Auth…
N/A N/A 81
56029
ervikasti
BugForge Claim
AI-powered QA defect reporting MCP server that generates Jira-ready defect repo…
N/A N/A
56030
quincydelp
fs-mcp Claim
Hosted filesystem MCP server over HTTP with auth. Enables reading, writing, edi…
56031
DowneyOu
Enables interaction with VMware vCenter 8.0 REST API via a reverse proxy, provi…
56032
Ryu07-d
A local, zero-cost MCP server that fact-checks your Markdown/Obsidian notes usi…
N/A N/A
56033
trevorlitsey
Multi-tenant remote MCP server that exposes any GitHub-backed Obsidian vault to…
56034
apasztetnik
La guía 'El Buen Agente' como 18 tools para evaluar, mejorar y construir agente…
56035
hrandhawa02
squad_up Claim
Create events, add invitees, manage potlucks and carpools via natural language.
N/A N/A 95
56036
detection-forge
LOLBAS, GTFOBins, and process parent-child lookups for detection engineering ag…
N/A N/A
56037
cyanheads
Fleet discovery for the cyanheads MCP ecosystem — semantic search + install sni…
56038
loyalspark
Onchain Loyalty-as-a-Service on Base L2. AI agents can create loyalty programs,…
81
56039
info-iywv
World Weather Online MCP Server gives AI agents direct access to one of the wor…
81
56040
enstw
A remote MCP connector that gives Claude.ai projects a persistent, cross-conver…
56041
maxturazzini
PVGIS MCP Claim
MCP server that estimates photovoltaic production using the European Commission…
56042
chris
sdk Claim
Analyze your project to detect its language and deployment needs. Generate and …
N/A N/A 95
56043
chinpeerapat
Enables job search and scraping across multiple job boards (LinkedIn, Indeed, G…
56044
stubbedev
ms-graph-dev Claim
Helps construct and validate Microsoft Graph REST API calls with on-demand tool…
56045
Dutta-SD
A web-fetch MCP server for LLM agents that fetches pages with an escalation lad…
N/A N/A
56046
qiobn
arcpro-mcp Claim
Enables natural language control of live ArcGIS Pro sessions through the Model …
N/A N/A
56047
alinjfz
A universal fitness intelligence layer for AI assistants like Claude, ChatGPT, …
56048
gui-wf
Provides AI assistants with access to PurelyMail's email management API, enabli…
56049
kimhjort
Tells you when your favourite football teams play and where to watch in Denmark…
56050
bestimmaa
MCP server for printing POS receipts via CUPS printers, supporting a two-step c…
Showing 56001–56050 of 57160 servers