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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.PrivacyTermsv0.1 · early network
Capabilities/knowledge

Knowledge & Memory

Storage, memory and knowledge management for agents.

3.4k records1630 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
Java All Call Graph ServerMCP serverMCP
by Adrninistrator
Unknown

MCP server for Java call graph generation, static analysis, method chains & config management

Knowledge Graphs~100%
no endpoint declared
Session ForgeMCP serverMCP
by 420247jake
Unknown

Persistent memory and session intelligence for AI coding assistants. Zero config.

Agent Memory~85%
npm:session-forge · local package
DocmancerMCP serverMCP
by dev.docmancer
Unknown

Local-only MCP server for source-attributed Markdown memory and documentation retrieval.

Code DocumentationAgent MemoryVector SearchCode Generation~75%
pypi:docmancer · local packagepublished 28 d ago
GrantAi MemoryMCP serverMCP
by com.solonai
Unknown

Persistent memory for AI agents. Infinite context with sub-millisecond recall.

Agent Memory~100%
oci:ghcr.io/solonai-com/grantai-memory:1.8.5 · local package
vault-knowledgeMCP serverMCP
by com.seanwinslow
Unknown

Read-only MCP over a vault's typed knowledge graph: concept search, contradictions, article fetch.

Secrets Management~100%Knowledge Graphs~84%
npm:@swins/vault-knowledge-mcp · local package
memory-mcpMCP serverMCP
by com.letta
Unknown

MCP server for AI memory management using Letta - Standard MCP format

Agent Memory~100%
npm:@letta-ai/memory-mcp · local package
growmosMCP serverMCP
by com.codician
Unknown

Living knowledge graph for your repo: query with citations, remember/link facts, fact-check claims.

Knowledge GraphsAgent Memory
pypi:growmos · local packagepublished 24 d ago
BourdonMCP serverMCP
by ai.bourdon
Unknown

Recognition-first cross-agent memory federation. One shared memory across all your agents.

Agent MemoryVector Search
pypi:bourdon · local packagepublished 17 d ago
TT-Wang/forgeMCP serverMCP
by tt-wang
Unknown

[![forge MCP server](https://glama.ai/mcp/servers/TT-Wang/forge/badges/score.svg)](https://glama.ai/mcp/servers/TT-Wang/forge) - Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line objective into a validated DAG of modules executed by…

Agent Memory~78%Code Generation~75%
no endpoint declared
hardik-id/azure-resource-graph-mcp-serverMCP serverMCP
by hardik-id
Unknown

/ - A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.

Knowledge Graphs~100%Cloud Platforms~100%
no endpoint declared
gzoonet/cortexMCP serverMCP
by gzoonet
Unknown

[![gzoo-cortex MCP server](https://glama.ai/mcp/servers/@gzoonet/gzoo-cortex/badges/score.svg)](https://glama.ai/mcp/servers/@gzoonet/gzoo-cortex) - Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, builds a queryable knowledge graph …

Knowledge Graphs~100%
no endpoint declared
ContextStream MCP ServerMCP serverMCP
by contextstream
Unavailable

Project memory, semantic code search, and grounded agent context.

Agent MemoryVector Search~75%
https://mcp.contextstream.io/mcp1.4k/wkpublished 25 h ago
buggaziMCP serverMCP
by jyswee
Unavailable

Project management for coding agents. Bugs, features, sprints. 73 tools stdio, 74 remote SSE.

Code Generation~100%Project ManagementReasoning & Planning~68%
https://mcp.buggazi.com/sse416/wkpublished 5 d ago
NaumuMCP serverMCP
by ai.naumu
Unavailable

Search, extend, and act on your team's Naumu knowledge graph: notes, threads, and nodes.

Knowledge Graphs
https://naumu.ai/api/mcp352/wkpublished 3 d ago
national-parks-mcp-serverMCP serverMCP
by cyanheads
Unavailable

Plan US National Park Service trips — parks, alerts, campgrounds, things to do, events.

Travel & BookingReasoning & Planning~68%
https://national-parks.caseyjhand.com/mcp264/wkpublished 18 d ago
Memoize — persistent agent memoryMCP serverMCP
by harrisonford
Unavailable

Persistent cross-session memory shared by Codex, Claude Code, ChatGPT, and other AI agents.

Agent Memory~100%Code Generation~75%
https://memoize.xyz/mcp218/wkpublished 9 d ago
wikidata-mcp-serverMCP serverMCP
by cyanheads
Unavailable

Search and fetch Wikidata entities, execute SPARQL queries, and resolve external identifiers.

Knowledge Graphs
https://wikidata.caseyjhand.com/mcp169/wkpublished 19 d ago
MCP AutoMemMCP serverMCP
by verygoodplugins
Unavailable

Graph-vector memory for AI assistants using FalkorDB and Qdrant

Vector SearchAgent Memory
https://{endpoint}/mcp159/wkpublished 16 d ago
nhtsa-vehicle-safety-mcp-serverMCP serverMCP
by cyanheads
Unavailable

Decode VINs, search recalls, complaints, crash ratings, and investigations.

Agent Memory~100%
https://nhtsa.caseyjhand.com/mcp157/wkpublished 20 d ago
PastepileMCP serverMCP
by com.pastepile
Unavailable

Durable, versioned memory for AI assistants. Remote memory needs a Pastepile subscription.

Agent Memory
https://www.pastepile.com/api/mcp134/wkpublished 1 mo ago
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Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory