MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53651
HypnoLabs-io
Live NYC family data: neighborhoods, schools, admissions, safety, health, and r…
— ○ ⏳ — — — — — —
53652
EmperorMew
83 tools: censorship intelligence (119 countries) + E2E encrypted agent messagi…
— ○ ⏳ — N/A N/A — 95 —
53653
Heretek-RE
MCP server for REST API reverse engineering from HTTP traffic captures, wrappin…
— ○ ⏳ — N/A N/A — — —
53654
BELIEVE-IT-GROUP
Connects Claude to marketing intelligence, enabling brand scanning, content gen…
— ○ ⏳ — — — — — —
53655
SaiNarayana-B
Scan any codebase, generate CONVENTIONS.md, expose conventions as MCP tools for…
— ○ ⏳ — N/A N/A — — —
53656
RustFreeOne
Read-only access to TrailWeights' ultralight gear corpus — verified weights, cr…
— ○ ⏳ — — — — — —
53657
pwno-io
An MCP server and CLI that uses Tree-sitter to parse and analyze code.
— ○ ⏳ — N/A N/A — — —
53658
meghavarshinikuamreshan
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
— ○ ⏳ — — — — — —
53659
CSOAI-ORG
airspace-monitor-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
53660
cassette-music-management-tool
MCP server for managing Cassette music releases and Creator clips through AI as…
— ○ ⏳ — N/A N/A — — —
53661
tobinsouth
Enable seamless creation and management of authentication workflows for your ap…
— ○ ⏳ — N/A N/A — 95 —
53662
RenEra-ai
Secure MCP server for Boomi Platform API integration with Claude Code. Enables …
— ○ ⏳ — — — — — —
53663
Topolo98
Enables natural language interaction with Power BI Desktop via MCP, allowing DA…
— ○ ⏳ — N/A N/A — — —
53664
Jefreesujit
filezop Claim
Exposes file system operations to AI clients via MCP, enabling secure read, wri…
— ○ ⏳ — N/A N/A — — —
53665
KyaniteLabs
Epoch Claim
Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, co…
— ○ ⏳ — N/A N/A — — —
53666
bch1212
pubrecords Claim
US public-records intelligence for AI agents — companies, SEC, courts, spending…
— ○ ⏳ — — — — — —
53667
revolutionarybukhari
psx-mcp Claim
MCP server that exposes Pakistan Stock Exchange data (quotes, dividends, announ…
— ○ ⏳ — — — — — —
53668
capitalthought
events Claim
Agent-first Austin events concierge — fresh, sourced answers to what's happenin…
— ○ ⏳ — — — — — —
53669
Dudude-bit
Unofficial MCP server for ordering Yandex Lavka groceries: search, cart, checko…
— ○ ⏳ — N/A N/A — — —
53670
deivit24
A learning project that wraps a FastAPI app with endpoints for random facts and…
— ○ ⏳ — — — — — —
53671
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
— ○ ⏳ — — — — 81 —
53672
rosskukulinski
A headless MCP server that reads and writes OmniFocus data by directly communic…
— ○ ⏳ — — — — — —
53673
mambalabsdev
Track LinkedIn posts from profiles and company pages, with the commenters Linke…
— ○ ⏳ — N/A N/A — — —
53674
TG-Techie
Sends native macOS push notifications via a single MCP tool, using osascript fo…
— ○ ⏳ — N/A N/A — — —
53675
j84077200345-dotcom
Enables querying enterprise documents (DOCX, PDF, PPTX) using natural language,…
— ○ ⏳ — — — — — —
53676
ujjwalredd
Read-only MCP server for querying H-1B sponsoring employers from the USCIS data…
— ○ ⏳ — N/A N/A — — —
53677
Harper-Labs
Hosted MCP for YouTube Studio: uploads, metadata, playlists, comments, analytic…
— ○ ⏳ — — — — — —
53678
axel-belfort
In-memory vector search API for AI agents. Store documents and query by semanti…
— ○ ⏳ — N/A N/A — 95 —
53679
memextech
Enables AI assistants to programmatically control interactive terminal applicat…
— ○ ⏳ — N/A N/A — — —
53680
mickaelxd
Wraps the Transkriptor developer API to transcribe audio, video, public URLs, a…
— ○ ⏳ — N/A N/A — — —
53681
warmthengine
AI infrastructure coordination intel: events, connections, profiles, topology, …
— ○ ⏳ — — — — — —
53682
Cognitohazard
ltspice-mcp Claim
An MCP server that connects LLM assistants to real circuit simulation: LTspice …
— ○ ⏳ — N/A N/A — — —
53683
draygen
aion-mcp Claim
An MCP server that provides a set of tools for driving the AION AI assistant st…
— ○ ⏳ — N/A N/A — — —
53684
bsrishi
Drivara Claim
Read-only access to your Drivara fleet — jobs, drivers, vehicles, fuel, profit …
— ○ ⏳ — — — — — —
53685
Axolotlpi
Self-hostable MCP server that gives Claude tools to run shell scripts and read …
— ○ ⏳ — N/A N/A — — —
53686
TelenowAI
Place phone calls, run calling campaigns and build voice agents from your own T…
— ○ ⏳ — — — — — —
53687
oyemecarnal
The most capable Monarch Money MCP server, merging the best features from all k…
— ○ ⏳ — — — — — —
53688
brandkickagency
Enables AI assistants to control Adobe After Effects through a WebSocket-based …
— ○ ⏳ — N/A N/A — — —
53689
kumarakshay2456
Enables Indian stock-market (NSE/BSE) analysis via TradingView data, including …
— ○ ⏳ — N/A N/A — — —
53690
joepangallo
agent-pay Claim
Payment gateway for AI agents. Discover, provision, and pay for tool APIs.
— ○ ⏳ — N/A N/A — 95 —
53691
parnerkarsharang
swarmhaul Claim
Multi-agent coordination protocol on Solana. AI agents self-organize into swarm…
— ○ ⏳ — — — — 81 —
53692
aimnis
search Claim
Collaborative, cache-first web search for agents — cited answers from a shared …
— ○ ⏳ — — — — — —
53693
Vijay-2005
Enable direct access to Google's Gemini API from Claude Desktop for advanced co…
— ○ ⏳ — N/A N/A — 95 —
53694
ascii766164696D
log-mcp Claim
MCP server for log file analysis. Gives LLMs the ability to efficiently analyze…
— ○ ⏳ — N/A N/A — — —
53695
Nodemint-dev
projectmind Claim
Persistent project memory for AI coding agents: one compact digest instead of r…
— ○ ⏳ — N/A N/A — — —
53696
keithrawlingsbrown
refinex-mcp Claim
Enables querying live AWS spot price arbitrage signals and suppression logs dir…
— ○ ⏳ — — — — 81 —
53697
avhrst
A REST API server implementation for message handling with Oracle Database inte…
— ○ ⏳ — — — — 81 —
53698
callstackincubator
agent-device Claim
Discovery router for the agent-device CLI. Exposes status, install guidance, ve…
— ○ ⏳ — N/A N/A — — —
53699
Capxule
Capxule Claim
The context marketplace: expert guided journeys your assistant runs step by ste…
— ○ ⏳ — — — — — —
53700
addcal
AddCal Claim
Publish public calendars and events others subscribe to: RSVPs, feeds and add-t…
— ○ ⏳ — — — — — —
Showing 53651–53700 of 69153 servers