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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.v0.1 · early network
Capabilities/ai

AI Services

Model access, evaluation and agent infrastructure.

814 records348 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
Limzo Telegram Group StatsMCP serverMCP
by com.limzo
Live

Read-only public Telegram group stats from Limzo: leaderboards, activity, levels. No API key.

SMS & Voice~100%Filesystem~54%Agent Discovery~54%
https://limzo.com/api/public/mcpok 7 h ago
LightbringerMCP serverMCP
by com.lightbringer
Live

Capture, analyze, validate, and submit inventions, and collaborate on patent reviews.

Code Review~89%Documentation Lookup~54%Prompt Management~53%Writing & Editing~51%
https://mcp.lightbringer.com/mcpok 7 h ago
life. scored.MCP serverMCP
by com.lifescored
Live

Rebuilds the scores real systems run on you — credit, actuarial, lending — in the open, cited.

Evaluation & Benchmarks~51%
https://lifescored.com/mcpok 7 h ago
koalcheckMCP serverMCP
by com.koalcheck
Live

TipRanks for X finfluencers — scores who's actually right vs SPY. Free & anonymous, no key.

Markets & Trading~100%Evaluation & Benchmarks~100%HR & Recruiting~55%Databases~53%
https://mcp.koalcheck.com/mcpok 7 h ago
kpi-depotMCP serverMCP
by com.kpidepot
Live

Search 20,000+ corporate KPIs and 30,000+ source-attributed industry benchmarks with definitions

Evaluation & Benchmarks~96%
https://kpidepot.com/mcpok 7 h ago
KnowJudgesMCP serverMCP
by com.knowjudges
Live

Source-linked research on U.S. judges, courts, cases, and judicial analytics.

Presentations~100%Evaluation & Benchmarks~86%Markets & Trading~53%Writing & Editing~51%
https://mcp.knowjudges.com/mcpok 7 h ago
numMCP serverMCP
by com.itsnum
Live

Travel places directory by 5arz: search 2.5M places, submit businesses and promos (human-reviewed).

Filesystem~96%Agent Discovery~96%Maps & Places~89%Travel & Booking~87%
https://itsnum.com/mcpok 7 h ago
CounterScript - Drug Price BenchmarksMCP serverMCP
by ai.agentlookups
Live

Free US drug-price benchmarks from federal data (CMS NADAC): a benchmark, not a price anyone owes.

Evaluation & Benchmarks~100%Pricing & Quotes~53%
https://rx.agentlookups.ai/mcpok 7 h ago
Agentic Terminal DirectoryMCP serverMCP
by ai.agenticterminal
Live

Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — search, verify, pay.

Payments~100%Filesystem~77%Agent Discovery~77%Terminal & Shell~75%
https://mcp.agenticterminal.ai/mcpok 7 h ago
How to Read the FutureMCP serverMCP
by com.howtoreadthefuture
Live

Read released episodes, transcripts, citations, clips, reading trails, and flashcards.

Academic Research~96%Evaluation & Benchmarks~51%
https://howtoreadthefuture.com/mcpok 7 h ago
Hesper Atlas EvidenceMCP serverMCP
by com.hesperatlas
Live

Verify stock signals, replay evidence, provenance, freshness, and caveats.

Markets & Trading~100%Evaluation & Benchmarks~54%
https://hesperatlas.com/mcpok 7 h ago
directoryMCP serverMCP
by com.grcmigrate
Live

Search a directory of SOC 2 audit and compliance firms; read GRC migration guides. Read-only.

Filesystem~100%Agent Discovery~100%
https://grcmigrate.com/mcpok 7 h ago
Hamptons VerifiedMCP serverMCP
by com.hamptonsverified
Live

Verified Hamptons & North Fork data: open now, events, beaches, permits, closures.

Travel & Booking~99%Maps & Places~99%Product Analytics~89%Filesystem~54%Agent Discovery~54%
https://hamptonsverified.com/api/ai/mcpok 7 h ago
GluecronMCP serverMCP
by com.gluecron
Live

AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools).

Code Review~100%Security Review~100%Refactoring~100%Vector Search~100%Version Control~100%
https://gluecron.com/mcpok 7 h ago
valet-parking-directoryMCP serverMCP
by com.getvaletparking
Live

MCP server for valet parking: 789 US operators across 31,186 cities. 7 tools. No auth.

Filesystem~100%Agent Discovery~100%
https://api.getvaletparking.com/mcpok 7 h ago
GTH Intelligence - Substance Abuse Treatment FinderMCP serverMCP
by com.gettreatmenthelp
Live

Search 12,338 curated, SAMHSA-sourced addiction treatment facilities across all 50 US states.

Filesystem~54%Agent Discovery~54%
https://gth-mcp-server.pages.dev/mcpok 7 h ago
GeezerKeeper Referral Exit Routes and DeadlinesMCP serverMCP
by com.geezerkeeper
Live

Read-only senior-care exit routes, duplicate-referral deadlines, and templates; no PII or sending.

Maps & Places~100%Prompt Management~94%Identity & Access~53%Pricing & Quotes~51%
https://geezerkeeper.com/mcpok 7 h ago
GCC DomesticMCP serverMCP
by com.gccdomestic
Live

Search and verify 1,800+ government-verified domestic-worker agencies across the six GCC countries.

Vector Search~58%Evaluation & Benchmarks~54%Pricing & Quotes~51%
https://www.gccdomestic.com/mcpok 7 h ago
Game Dev Outsourcing DirectoryMCP serverMCP
by com.gamedevoutsourcing.www
Live

Search 438 game outsourcing studios by service, country, engine and platform. No API key.

Filesystem~100%Agent Discovery~100%Contracts & Legal~98%Pricing & Quotes~53%Payments~51%
https://www.gamedevoutsourcing.com/api/mcpok 7 h ago
The Front Desk ReviewMCP serverMCP
by com.frontdeskreview
Live

4,764 products, 626 categories: sourced prices, dated price history, independent-test coverage.

E-commerce Operations~100%Pricing & Quotes~99%Code Review~71%Customer Support~58%Evaluation & Benchmarks~54%
https://mcp.frontdeskreview.com/mcpok 7 h ago
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Machine query
GET /api/v1/search?capability=ai&status=live
Aliases

ai, llm, model