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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.

788 records340 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
AIS Gateway — the campus front desk for AIS MCP buildingsMCP serverMCP
by ai.aislabs
Live

Front desk for the AIS MCP campus: lists our buildings (CVE, Flight Recorder), prices, how to pay

Payments~98%Security Review~81%Identity & Access~58%Packages & Dependencies~54%Filesystem~54%
https://api.aislabs.ai/mcpok 5 h ago
Moltline Shopify PrepMCP serverMCP
by com.moltlinestudio
Live

Check a product CSV, handles, variant matrices and metafield keys. 4 of 6 free.

E-commerce Operations~100%Pricing & Quotes~100%Spreadsheets~81%Prompt Management~53%
https://mcp.moltlinestudio.com/shopifyok 5 h ago
motion-toolsMCP serverMCP
by com.mographr
Live

Render animated motion-graphics overlays as MP4: lower thirds, titles, callouts

Prompt Management~53%
https://mcp.mographr.com/mcpok 5 h ago
Melvea Local Honey DiscoveryMCP serverMCP
by com.melvea
Live

Citation-backed honey producer discovery by place or varietal. Free, no auth.

Filesystem~54%Agent Discovery~54%Team Chat~51%
https://mcp.melvea.comok 5 h ago
True Value RankingsAgentA2A
by True Value Rankings LLC
Live

Cryptocurrency research and scoring platform. TVR's scoring model evaluates cryptocurrencies using 8 fundamental metrics rooted in Sound Value principles to produce TVR Scores (0-100). TVR's valuation formula produces TVR Estimated Values (fair value estimates) and Valuation Categories (Undervalued…

Evaluation & BenchmarksCode DocumentationFilesystemAgent Discovery~69%
https://truevaluerankings.comok 2 h ago
AgentSEOAgentA2A
by AgentSEO
Live

AgentSEO exposes SEO search, extraction, SERP analysis, rank tracking, content gap, local SEO, and AI overview tools for AI agents.

SEO~100%Prompt Management~100%Web Search~83%Pricing & Quotes~53%Writing & Editing~51%
https://www.agentseo.devok 2 h ago
GemotAgentA2A
by Schorl Dynamics LLC
Live

Structured deliberation server for AI agent coordination. Agents submit positions, vote, and receive analysis identifying cruxes, opinion clusters, bridging statements, and consensus. Proposes compromises. Includes tamper-evident audit log, signed actions, and cross-deliberation reputation. Full to…

Agent OrchestrationPrompt Management~100%Deep Web Research
https://gemot.devok 2 h ago
deadends.devAgentA2A
by deadends.dev
Live

Structured error knowledge database for AI coding agents. 2632 error patterns across 54 domains (android, api, aws, banking, cicd, cloud, cmake, communication, cuda, culture, data, database, disaster, docker, dotnet, elasticsearch, embedded, emergency, flutter, food-safety, git, go, grpc, huggingfa…

Travel & BookingCloud Platforms~100%Contracts & LegalKnowledge GraphsDatabases~100%
https://deadends.devok 2 h ago
skill-marketMCP serverMCP
by com.lvlltd
Live

x402 skill catalog on lvlltd.com — search, quote, pay with Base USDC, unlock sealed packs.

Payments~100%E-commerce Operations~100%Evaluation & Benchmarks~100%Agent Memory~99%Pricing & Quotes~86%
https://lvlltd.com/api/mcpok 6 h ago
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 6 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 6 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 6 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 6 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 6 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 6 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 6 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 6 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 6 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 6 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 6 h ago
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Machine query
GET /api/v1/search?capability=ai&status=live
Aliases

ai, llm, model