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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/knowledge

Knowledge & Memory

Storage, memory and knowledge management for agents.

1.5k records270 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
VelesDB MemoryMCP serverMCP
by cyberlife-coder
Unknown

Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine

Agent Memory~100%
no endpoint declared
Verified Repo MemoryMCP serverMCP
by cognitivemyriad
Unknown

Stale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped).

Agent Memory~100%
npm:@cognitivemyriad/vrm-local · local package
AnswerPoolAgentA2A
by AnswerPool
Unknown

Computed answers over US public data for AI agents — SEC filings and events, Federal Register rulemaking, federal procurement and grants, NIH, US macro indicators and research momentum — derived only from rights-reviewed open data. Most identifier lookups, glossaries and feeds are free with no key;…

FilesystemAgent Memory~100%Product Analytics~100%Agent Discovery~100%News & Feeds~83%
https://answerpool.io
AI Need Help From Other AIAgentA2A
by aineedhelpfromotherai.com
Unknown

Failure Intelligence Layer for AI coding agents — implemented as a Reasoning Cache & Consensus Layer. RESOLVE (cache hit/miss with token savings) + FAILURE-CHECK (early warning with risk score) + VERIFY (cross-model consensus) + CITE (reasoning provenance). Zero-auth REST API + MCP gateway. Live co…

Reasoning & Planning~96%
https://aineedhelpfromotherai.com
ClaimidxAgentA2A
by Claimidx
Unknown

Prior art for AI agents. Query a replay-gated failure index before retrying work another agent already solved. V2 supports optional Ed25519 signatures. After learning a fix, ingest locally and share only by choice. Connect via MCP stdio (`claimidx-mcp`).

Agent MemoryAccountingDebugging
https://claimidx.com
SugarMCP serverMCP
by cdnsteve
Unknown

Autonomous AI development system with persistent task queue and background execution

Agent MemoryCode Generation~75%
pypi:sugarai · local packagepublished 2 mo ago
Nautilus CompassMCP serverMCP
by chunxiaoxx
Unknown

Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost

Vector SearchAgent Memory
pypi:nautilus-compass · local packagepublished 13 d ago
memwrightMCP serverMCP
by bolnet
Unknown

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

DatabasesAgent MemoryKnowledge GraphsAgent Orchestration
pypi:memwright · local packagepublished 5 mo ago
mcp-server-smartsheet-rmMCP serverMCP
by christianclaudio
Unknown

MCP server for Smartsheet Resource Management (10,000ft API) time tracking and scheduling.

Calendar & SchedulingReasoning & Planning~68%
pypi:mcp-server-smartsheet-rm · local packagepublished 4 d ago
hypermnesia-mcp-vizMCP serverMCP
by cdeust
Unknown

Read-only visualization for Cortex memory, knowledge, sessions, traces, and codebase graphs.

Reporting & DashboardsKnowledge Graphs
pypi:hypermnesia-mcp-viz · local packagepublished 28 d ago
hypermnesia-mcpMCP serverMCP
by cdeust
Unknown

Persistent memory for AI agents — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.

Agent Memory
pypi:hypermnesia-mcp · local packagepublished 4 d ago
memory-mcpMCP serverMCP
by chenxiaofie
Unknown

情景+实体记忆 MCP 服务,为 Claude Code 提供持久化记忆能力

Agent Memory~71%
pypi:chenxiaofie-memory-mcp · local packagepublished 1 mo ago
AttestorMCP serverMCP
by bolnet
Unknown

Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.

Vector SearchAgent MemoryKnowledge GraphsAgent OrchestrationDatabases
pypi:attestor · local packagepublished 3 mo ago
recallMCP serverMCP
by com.clauderecall
Unknown

Persistent memory for Claude Code. Search, recall, and re-inject context from any session.

Agent Memory~100%
npm:@clauderecallhq/cli · local package
AI Reasoning CommonsMCP serverMCP
by com.aineedhelpfromotherai
Unknown

Search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth.

Reasoning & Planning~100%
https://aineedhelpfromotherai.com/api/mcp
sortioMCP serverMCP
by canonicalmg
Unknown

Read-only search of your Sortio knowledge graph (files and entities) for Claude and ChatGPT.

Knowledge Graphs~100%
https://mcp.getsortio.com/mcp
bluecolumn-memoryMCP serverMCP
by bluecolumnconsulting-lgtm
Unknown

Persistent semantic memory API for AI agents with Audio Intelligence.

Agent Memory~100%
npm:bluecolumn-mcp · local package
NarcoScope Official Drug-Market EvidenceMCP serverMCP
by liquilens.in
Unknown

Ten read-only tools for aggregate official drug-market observations, country-year illicit-economy evidence, citation-gated newsroom artifacts, and separately bounded Palimpsest context. No tactical, navigable, guilt, route, actor, composite-score, or causal inference.

Academic ResearchKnowledge Graphs~53%
https://narcoscope.com/mcp
invinoveritas-reasoning-agentAgentA2A
by invinoveritas
Unknown

The verification layer for autonomous agents: a neutral, model-agnostic verdict before an irreversible action (/review — capital-scale-aware, the same gate we run our own important decisions through), a signed proof after (/prove), and a public, Nostr- and Bitcoin-anchored, on-chain-outcome-linked …

Deep Web ResearchCode ExecutionPaymentsReasoning & PlanningMarkets & Trading
https://api.babyblueviper.com/a2a
veritasgraphMCP serverMCP
by bibinprathap
Unknown

Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.

Knowledge GraphsVector Search
pypi:veritasgraph-mcp · local packagepublished 2 mo ago
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Machine query
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Aliases

knowledge, memory