MCP Server Quality Scores

Independent quality analysis of 69468 public MCP servers

69468
Discovered
→
34112
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34651
cirruslycurious
Enables Claude Desktop to search, retrieve summaries, and explore documents fro…
— ○ ⏳ — N/A N/A — — —
34652
Ankur-stockheads
Assess UK lease tenant break clauses with grounded citations and a measured hal…
— ○ ⏳ — N/A N/A — — —
34653
CSOAI-ORG
flight-logger-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
34654
kobiton
kobiton Claim
Enables mobile device management, app upload, automation session execution, and…
— ○ ⏳ — — — — — —
34655
YaakovTzedek
balmas-mcp Claim
Agents read cleaned copies of your files: PII replaced with local consistent to…
— ○ ⏳ — N/A N/A — — —
34656
woodwosj
GhostKey Claim
MCP-native credential vault that enables AI agents to authenticate with externa…
— ○ ⏳ — — — — — —
34657
Mathis0000
Enables Claude to read HiveOS rig stats and, when enabled, apply overclocks and…
— ○ ⏳ — — — — — —
34658
erniecode
Connects AI coding agents to FlutterFlow projects, enabling browsing, inspectio…
— ○ ⏳ — N/A N/A — 95 —
34659
supersaiyane
AmplifyrMCP Claim
AmplifyrMCP is an MCP server that enables Claude Desktop to manage LinkedIn, Me…
— ○ ⏳ — N/A N/A — — —
34660
ai-mcp-garage
Enables LLMs to capture and analyze screenshots of your screen, windows, or reg…
— ○ ⏳ — N/A N/A — 95 —
34661
Blakeem
Orchestrates AI agents through structured markdown documents, enabling multi-ag…
— ○ ⏳ — N/A N/A — — —
34662
tabbykat113
ksp-mods-mcp Claim
MCP server for searching Kerbal Space Program mods from the CKAN index, with to…
— ○ ⏳ — N/A N/A — — —
34663
neupaneprashant
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
— ○ ⏳ — — — — 81 —
34664
IMNMV
AbletonMCP Claim
Connects Claude AI to Ableton Live via the Model Context Protocol, enabling pro…
— ○ ⏳ — N/A N/A — — —
34665
wXingHe
MCP server for importing documents into OpenMemory RAG knowledge base. Supports…
— ○ ⏳ — N/A N/A — — —
34666
g0g5
A FastMCP server for loading, editing, searching, and saving Jupyter notebooks …
— ○ ⏳ — N/A N/A — 95 —
34667
isucorp-taimiralain
Enables posting content, sharing articles, and managing LinkedIn profile throug…
— ○ ⏳ — N/A N/A — — —
34668
pyzack
Enables querying batch status, traceability, and compliance through natural lan…
— ○ ⏳ — — — — — —
34669
james-julius
Connects Claude to a Markdrop knowledge base, allowing it to search and retriev…
— ○ ⏳ — N/A N/A — — —
34670
hshintelligence
agent-scrape Claim
Pay-per-call web scraping for AI agents via x402 micropayments on Base. Six too…
— ○ ⏳ — — — — — —
34671
devops-autotools
MCP Gateway Claim
A TypeScript gateway that aggregates multiple MCP servers into a single endpoin…
— ○ ⏳ — — — — — —
34672
benseverndev-oss
InferMap Claim
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. …
— ○ ⏳ — — — — — —
34673
UDAIBHAT
A Node.js gateway that exposes FlureeDB functionality through MCP, enabling LLM…
— ○ ⏳ — N/A N/A — — —
34674
SyDd0
A custom MCP server with 6 utility tools (file search, file reading, math calcu…
— ○ ⏳ — N/A N/A — — —
34675
igmarin
Rails development skills, docs, and workflows exposed through MCP stdio.
— ○ ⏳ — N/A N/A — — —
34676
thedavidquan01
Searches and analyzes competitor ads and content across Meta, Google, Instagram…
— ○ ⏳ — — — — — —
34677
SurfEther
trustsource Claim
x402-paid domain verification for AI agents — trustscore, SSL, security headers…
— ○ ⏳ — N/A N/A — — —
34678
gen0sec
Enables an LLM to author, validate, and test Wirefilter WAF and Smart Firewall …
— ○ ⏳ — — — — — —
34679
AppsYogi-com
Connects Google AdSense to MCP clients like Claude and Cursor, enabling earning…
— ○ ⏳ — N/A N/A — — —
34680
thrashy
Enables natural language access to New Relic for monitoring, querying, and mana…
— ○ ⏳ — — — — — —
34681
JOCOIN94
A headless MCP server that enables AI tools (like Claude Code) to read and anal…
— ○ ⏳ — N/A N/A — — —
34682
CSOAI-ORG
AI-powered deepfake detector MCP server for agents. Supports detect deepfake, a…
— ○ ⏳ — N/A N/A — — —
34683
luissalve
An MCP server that exposes web lookup, save note, and list notes tools for a ro…
— ○ ⏳ — — — — — —
34684
gluestack
Enables integration of Gluestack components with Claude Desktop and Cursor IDE …
— ○ ⏳ — N/A N/A — — —
34685
seeker-wen
A powerful and flexible package designed to simplify HTTP/HTTPS requests by aut…
— ○ ⏳ — — — — — —
34686
jayankaghosh
Enables natural language queries about Magento store catalog, sales, and custom…
— ○ ⏳ — N/A N/A — — —
34687
Credda Trust Claim 1
Check a counterparty's verifiable Credda trust record; verify or present signed…
— ○ — N/A N/A — 69 —
34688
Whatsonyourmind
DeckForge ⚡ Claim
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
— ○ ⏳ — — — — 81 —
34689
Omnipotent6
inkmotion Claim
Turn a topic, URL, or document into a narrated, animated explainer video.
— ○ ⏳ — — — — — —
34690
aixsignal
Hello Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
— ○ ⏳ — N/A N/A — 95 —
34691
djuntgen
Exposes the Firewalla MSP API as tools for Claude Code and other MCP clients, e…
— ○ ⏳ — — — — — —
34692
shawndrake2
tigerweb Claim
Enables access to US Census Bureau TIGERweb geographic boundary data, returning…
— ○ ⏳ — N/A N/A — — —
34693
maciejkepa
A Model Context Protocol server implementing a Getting Things Done assistant wi…
— ○ ⏳ — — — — — —
34694
udaykumar-dhokia
A secure MCP server that lets AI assistants directly interact with PostgreSQL d…
— ○ ⏳ — — — — — —
34695
dacheah
A read-only MCP connector for searching, fetching, and citing provenance-tracke…
— ○ ⏳ — — — — — —
34696
ruchitha-meenakshi
HR-ASSIST Claim
An agentic AI system that automates end-to-end HR workflows, from onboarding to…
— ○ ⏳ — N/A N/A — — —
34697
sorryorc
A deterministic verification gate for MCP clients that independently checks mod…
— ○ ⏳ — — — — — —
34698
OldJii
Enables AI assistants to review GitHub and GitLab pull requests and merge reque…
— ○ ⏳ — — — — — —
34699
nayantarasundarraj-hue
Enables managing Databricks directly from Cursor IDE with 30 tools for notebook…
— ○ ⏳ — N/A N/A — — —
34700
opjhabuilds
Enables AI assistants to push HTML prototypes to DesignPin for team review and …
— ○ ⏳ — — — — — —
Showing 34651–34700 of 69468 servers
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