memory MCP Connectors

Ontonym A

com.ontonym

Give your agents your team's real data — read the shared graph, propose actions your team approves.

Autonomous Agents Knowledge & Memory RAG Systems

181

Cortex A

io.github.FilippoPilo

Patent-pending semantic memory for AI agents: quality-gated writes, conflict tracking. Free trial.

Knowledge & Memory RAG Systems

72

HAIDAA A

com.haidaa.mcp

Search and inspect signed scientific claims, methods, observations, artifacts, provenance, contradictions, retractions, and reproducible admission receipts from a shared memory for AI agents.

RAG Systems Knowledge & Memory Research & Data

81

Memwyre A

tech.memwyre.api

Memwyre is an MCP-native persistent memory layer for AI agents, synchronizing context across Claude Code, Cursor, VS Code, and OpenClaw. Built with a high-precision retrieval architecture (dense vector search, BM25, and cross-encoder reranking), Memwyre achieves a benchmarked 73.1% accuracy on the Long-Context Memory (LoCoMo) benchmark. It provides secure, isolated knowledge vaults with dedicated tools (search_memwyre, save_memory, list_memories) to save and recall structured project decisions.

Knowledge & Memory RAG Systems

131

Palim A

io.github.joleschmidt

Hosted MCP memory: save sessions/decisions once, search from Claude, Cursor, ChatGPT. EU-hosted FTS.

Knowledge & Memory Search RAG Systems

92

Penfield Memory AOAuth

io.github.penfieldlabs

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

Knowledge & Memory RAG Systems Vector Databases

1726

polymnemo A

io.github.PCBZ

Shared cross-LLM long-term memory over MCP: semantic recall, sessions, and media (pgvector).

Knowledge & Memory Vector Databases RAG Systems

121

agent-memory A

com.agishub

Persistent semantic memory for AI agents: store and recall text by meaning (RAG). x402

RAG Systems Vector Databases

211

projectstate A

online.projectstate

Per-project memory for AI agents: decisions, attempts, tasks, ranked recall. Paid per call via x402.

Knowledge & Memory RAG Systems

61

Gnosem A

dev.gnosem

Cross-vendor AI memory over MCP. One semantic store, readable and writeable from every MCP client.

Knowledge & Memory RAG Systems

61

TestGraph A

io.github.BBCBasic

Shared semantic graph for AI reviews, classification and structured memory across AI assistants.

Knowledge & Memory AI & Machine Learning RAG Systems

371

fixflow A

io.github.MagneticDogSon

Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.

Knowledge & Memory Autonomous Agents RAG Systems

32

ChangeGamer A

ai.changegamer

Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.

Agent Orchestration RAG Systems Knowledge & Memory

142

changegamer A

io.github.beneb89

Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.

RAG Systems Knowledge & Memory Agent Orchestration

142

aipricepatterns B

com.aipricepatterns

Historical market memory for AI agents using semantic vector search across years of financial market data. Discover similar market regimes, price patterns, and market context for quantitative research and algorithmic trading.

Finance Vector Databases RAG Systems

152