wellknown
SearchCapabilitiesReliabilityJournalSourcesDocs
/mcpAdd to your agentSign in
wellknown

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

Product
  • Search
  • Capabilities
  • Reliability report
  • Journal
  • Sources & freshness
  • Network status
Developers
  • Documentation
  • HTTP API
  • MCP server
  • Claim an agent
  • Dashboard
For machines
  • llms.txt
  • openapi.json
  • agent-card.json
  • sitemap.xml
  • About our crawler
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.

2.8k records1590 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
socraticodeMCP serverMCP
by giancarloerra
Unknown

MCP server for local codebase indexing, semantic search, and code dependency graphs.

Vector SearchKnowledge Graphs~100%Databases~68%
npm:socraticode · local package1.7k/wkpublished 27 h ago
MnemeMCP serverMCP
by patsa2561-art
Unknown

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.

Code Generation~100%Vector SearchAgent Memory~100%Knowledge GraphsVersion Control
npm:mneme-ai · local package1.7k/wkpublished 3 mo ago
keymemMCP serverMCP
by donggyun112
Unknown

Associative key-graph memory for LLM agents — recall by association, not vector similarity.

Vector SearchAgent MemoryKnowledge Graphs
npm:keymem · local package1.7k/wkpublished 11 h ago
roleboxAgent
by lunaryary
Unknown

OpenCode plugin — define custom AI agent roles via YAML with per-role prompts, models, skills, and permissions

Agent OrchestrationAgent MemoryPrompt Management~79%Packages & Dependencies~66%
npm:rolebox · local package1.7k/wkpublished 8 d ago
GEML — a plain-text document format built to be edited in place, one section at a timeMCP serverMCP
by geml-spec
Unknown

One section in, one section out — on Markdown/GEML files, bad writes refused.

Documentation LookupKnowledge Graphs~62%
npm:@geml/geml · local package1.7k/wkpublished 25 h ago
@theritual/cerebroMCP serverMCP
by mgik
Unknown

MCP server that keeps project memory — plan, rules, ADRs, docs and file notes — in a hayson document store

Agent Memory~100%
npm:@theritual/cerebro · local package1.6k/wkpublished 7 d ago
prism-coderMCP serverMCP
by dcostenco
Unknown

Session memory for coding agents: local-first recall, drift detection, on-device inference.

Agent Memory~100%Knowledge GraphsVector Search
npm:prism-coder · local package1.6k/wkpublished 6 d ago
@agent-plan/serverAgentMCP
by ovidius
Unknown

Local HTTP/WebSocket server for Agent Plan dashboards and planner APIs.

Reporting & DashboardsReasoning & Planning~68%
npm:agent-plan · local package1.6k/wkpublished 7 d ago
@sylweriusz/mcp-neo4j-memory-serverMCP serverMCP
by sylweriusz
Unknown

MCP Memory Server with Neo4j backend

Agent MemoryKnowledge Graphs
npm:@sylweriusz/mcp-neo4j-memory-server · local package1.6k/wkpublished 15 mo ago
crbro-memoryMCP serverMCP
by Octonove
Unknown

Persistent file-based memory for AI agents: inspectable, versionable, fully local.

Vector SearchAgent Memory
npm:crbro-memory · local package1.6k/wkpublished 25 h ago
@esneiderbravo/speclawMCP serverMCP
by esneiderbravo
Unknown

Where specs become law. A self-contained MCP suite that turns any repo into a spec-driven, agent-ready project: its own constitution (foundation), its own local code graph (Compass), its own spec-driven workflow (Lawbook), and opt-in skill packs (Tools).

Knowledge Graphs~100%
npm:@esneiderbravo/speclaw · local package1.5k/wkpublished 13 d ago
@mysten-incubation/memwal-mcpMCP serverMCP
by MystenLabs
Unknown

Walrus Memory MCP client — single-binary stdio MCP server that bridges Cursor / Claude Desktop / Antigravity / Claude Code to the Walrus Memory relayer. Handles browser-based wallet login on first run.

Agent Memory
npm:@mysten-incubation/memwal-mcp · local package1.5k/wkpublished 15 d ago
ai-contextMCP serverMCP
by com.vibgrate
Unknown

Local-first MCP server: version-correct library docs, code map, and offline drift for your repo.

Knowledge Graphs~62%
npm:@vibgrate/cli · local package1.5k/wkpublished 4 d ago
@thingd/cliMCP serverMCP
by sayanmohsin
Unknown

CLI, Interactive TUI Dashboard, and MCP server for thingd — a fast object-first data engine for applications and AI agents.

Reporting & DashboardsAgent MemoryDatabases~68%E-commerce Operations~62%
npm:@thingd/cli · local package1.5k/wkpublished 33 h ago
kbb-mcp-relayMCP serverMCP
by inforapid
Unknown

MCP relay for InfoRapid KnowledgeBase Builder

Knowledge Graphs
npm:kbb-mcp-relay · local package1.5k/wkpublished 4 d ago
@remnic/replitAgent
by joshuaswarren
Unknown

Remnic MCP connector for Replit Agent — setup instructions for an existing token

Agent MemoryCode Generation~75%Packages & Dependencies~66%
npm:@remnic/plugin-pi · local package1.5k/wkpublished 13 d ago
mcp-sequentialthinking-toolsMCP serverMCP
by spences10
Unknown

Lightweight MCP sequential thinking scratchpad with optional tool-plan validation

Reasoning & Planning
npm:mcp-sequentialthinking-tools · local package1.5k/wkpublished 14 d ago
MemorixMCP serverMCP
by AVIDS2
Unknown

Local-first project memory with legacy MCP and 2026 discovery compatibility.

Agent Memory~100%Knowledge GraphsVector SearchCode Generation~75%Terminal & Shell~68%
npm:memorix · local package1.4k/wkpublished 12 h ago
@lorekit/cliMCP serverMCP
by mthines
Unknown

Install the LoreKit shared-memory skill and run health checks for the LoreKit MCP server.

Agent Memory
npm:@lorekit/cli · local package1.4k/wkpublished 3 d ago
adrkit decision memoryMCP serverMCP
by dev.adrkit
Unknown

Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.

Agent Memory~100%
npm:@adrkit/mcp · local package1.4k/wkpublished 9 d ago
← Previouspage 83 of 138Next →
Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory