MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29257
Scored
2095
Verified
16952
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40801
itsocialist
Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling …
N/A N/A 95
40802
wegotdocs
open-mcp Claim
Turn a web API into an MCP server in 10 seconds and add it to the open source r…
N/A N/A 95
40803
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
81
40804
frangoulutakenos
A hybrid MCP server that allows users to manage tasks through Claude Desktop or…
81
40805
JigsawStack
Scrape any website instantly and get consistent structured data in seconds with…
N/A N/A 95
40806
gilberth
MCP server for managing multiple SSH servers via AI assistants, offering tools …
40807
jidzhang
Enables AI assistants to read and write non-UTF-8 files (e.g., GBK, GB18030) on…
N/A N/A
40808 N/A N/A 95
40809
yrvelez
A Model Context Protocol server that provides comprehensive control over the Qu…
N/A N/A
40810
ai-mcp-garage
Enables interaction with Apple's Find My network to track devices, check batter…
81
40811
shunshiai2026-s9as
Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…
81
40812
walidb212
Anonymous TikTok & Douyin downloader — metadata, download, and batch via dltik.…
N/A N/A 83
40813
Hookwarden
Webhook signature-verification audit. Stripe, GitHub, Shopify, Twilio +17. Loca…
N/A N/A
40814
truesource
Make any website visible to ChatGPT, Claude, Gemini & Perplexity. Free MCP tool…
N/A N/A 95
40815
weiyongxu
mne-docs Claim 1
MCP server for MNE-Python documentation, source code, GitHub issues, and forum
N/A N/A 83
40816
FallDownTheSystem
Enables Claude to chat with various AI models and obtain multi-model consensus …
40817
199-biotechnologies
Gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) …
N/A N/A 95
40818
astandrik
Operate local-ydb deployments through local or SSH-backed MCP tools.
N/A N/A
40819
apiclaw
Real-time Amazon data API built for AI agents. 200M+ products, 1B+ reviews, liv…
81
40820
VP0COM
vp0-mcp Claim
Search & import free iOS app-design starters from VP0 into your AI builder.
N/A N/A
40821
finlynq
FinLynq Claim
open-source personal finance app with a first-party MCP server. 91 HTTP tools (…
40822
linkeddraft
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
81
40823
aravindev
inkscape_mcp Claim
MCP server that lets AI agents drive Inkscape — interactively alongside the GUI…
N/A N/A
40824
node2flow
n8n-Management Claim 1
MCP server for n8n workflow automation — manage workflows, executions, credenti…
81
40825
ztgluis
google-mcp Claim
MCP server for Google Drive, Docs, and Sheets — built for Claude Code. Gives Cl…
40826
mater1996
A Sketch file processing MCP server that enables AI tools to analyze Sketch des…
N/A N/A
40827
lineofflight
Frankfurter Claim
Blended FX rates from 50+ institutions. Tools: get_rates, convert, list_currenc…
40828
klamdo
Generate identity-locked 4K images and 5-second vertical videos from a single r…
81
40829
hee55e
kait Claim
N/A N/A 95
40830
Jongtae
Provide seamless integration with blockchain APIs to empower your applications …
N/A N/A 95
40831
lawquarter
A secure MCP server that integrates with Clio practice management software, all…
N/A N/A 95
40832
mnwalker
Dive admin Claim
Lets Claude / ChatGPT / Gemini interact with a dive center's data — divers, boo…
40833
RectiFlex
Access and manage CenterPoint Connect data for property management, constructio…
N/A N/A 95
40834
jjunmomo
A Model Context Protocol server that enables Claude to help developers implemen…
81
40835
polskidegen
MCP server for Hyperliquid that provides read-only on-chain wallet analytics. E…
40836
deeprave
mcp-guide Claim
Enables AI agents to access and manage project guidelines, documentation, and c…
40837
MCP-Mirror
Implements a structured development workflow for LLM-based coding with feature …
N/A N/A 95
40838
theishangoswami
Enables AI assistants like Claude to perform web searches using the Exa AI Sear…
40839
RFingAdam
Enables AI agents to control Copper Mountain Vector Network Analyzers over TCP/…
40840
Departure and admission records for AI agents with Ed25519/P-256 signatures.
N/A N/A 81
40841
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
40842
aarifmms
Keyblind Claim
Encrypted secrets vault for AI agents — secrets resolved at runtime, never seen…
N/A N/A
40843
xodn348
readhn Claim
AI-native HackerNews MCP Server. Find HN content that matters with explainable …
N/A N/A 95
40844
statwonk
decern Claim 1
MCP server for Decern CRM — contacts, deals, pipelines, tasks, and approvals.
N/A N/A 83
40845
mathias.steffen
oc_0815 Claim
N/A N/A 95
40846
vercel-labs
A template for deploying an MCP server on Vercel, with example tools like roll_…
40847
remoas
Generate professional App Store screenshots by matching any top app's style.
N/A N/A 83
40848
CSOAI-ORG
password-ai-mcp MCP server by MEOK AI Labs
N/A N/A
40849
claude-dev-suite
Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code…
N/A N/A
40850
DingDawg-dev
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy c…
N/A N/A 83
Showing 40801–40850 of 41157 servers
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