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Memory and context
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ContextStream MCP Server io.github.contextstream/mcp-server

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

100% up · 30 days

Developer tools Official MCP Registry · npm Local Remote 713 a week MIT
External Memory io.github.daedalus/mcp-external-memory

An MCP server that gives LLMs persistent, searchable semantic memory

Version check not run yet

Memory and context Official MCP Registry · PyPI Local MIT
World io.github.SaravananJaichandar/world-model-mcp

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

Version check not run yet

Developer tools Official MCP Registry · PyPI Local MIT
Neurarch io.github.neurarch-ai/neurarch-mcp

Pre-checks a model change before GPU time or traffic: memory, layout, serving config, pins.

Version check not run yet

Memory and context Official MCP Registry · npm Local 635 a week MIT
agentic-flow io.github.ruvnet/agentic-flow-sb6wnd

The agentic meta-harness — freeze the model, evolve the harness. An open runtime that routes each query to the cost-optimal model, evolves its own harness (planner/context/reviewer/retry/tool/memory/s

Version check not run yet

Memory and context npm Local 62k a week MIT
Vin io.github.Carwhere/vin-mcp

Decode any US-market VIN, check NHTSA recalls, and look up verified buyer-paid car prices. Free.

Version check not run yet

Memory and context Official MCP Registry · npm Local 615 a week MIT
Leteo io.github.asanabrial/leteo

Persistent memory for AI coding agents: one Rust binary, one local SQLite database.

Version check not run yet

Coding agent tools Official MCP Registry · npm · crates.io Local 601 a week MIT
Codegraph io.github.codegraph-ai/codegraph

Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review.

Version check not run yet

Memory and context Official MCP Registry · npm Local 590 a week APACHE-2.0
Ai Memory io.github.alphaonedev/ai-memory

Persistent memory for any AI — zero token cost until recall

Version check not run yet

Memory and context Official MCP Registry · PyPI Local APACHE-2.0
Dispatch io.github.wsoule/dispatch

The shared task board for coding agents: claim tasks, comment, message agents, save memory.

Version check not run yet

Coding agent tools Official MCP Registry · npm Local 585 a week MIT
Car Recalls io.github.mrfentmen/car-recalls-mcp

Vehicle safety recalls from NHTSA by make, model, and year. No key required.

Version check not run yet

Memory and context Official MCP Registry · npm Local 568 a week MIT
Behavr io.github.confuse57/behavr-mcp

MCP server for BEHAVR: remember images/videos and ask questions about them

Version check not run yet

Design and media Official MCP Registry · npm Local 562 a week MIT
ZenBrain Memory ai.zensation/zenbrain

Agent memory: working, episodic, semantic, procedural and core layers. Local SQLite, no account.

Version check not run yet

Memory and context Official MCP Registry · npm Local 555 a week APACHE-2.0
ChainMemory io.github.chaelynet/chainmemory

Verifiable, portable AI memory. Optional vault: encrypted on your machine, 12 words only you hold.

Version check not run yet

Memory and context Official MCP Registry · npm Local 555 a week MIT
Th Memory io.github.worakorn-prince/th-memory-mcp

Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor

Version check not run yet

Memory and context Official MCP Registry · npm Local 511 a week MIT
Komplyt Zero io.github.Komplyzen/komplyt-zero

Persistent working memory for AI agents: a knowledge graph with semantic search and decay.

100% up · 30 days

Memory and context Official MCP Registry · npm Local Remote 510 a week APACHE-2.0
Keymem io.github.donggyun112/keymem

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

Version check not run yet

Memory and context Official MCP Registry · npm Local 481 a week MIT
IWE io.github.iwe-org/iwe

Markdown knowledge base as agent memory. Runs against the notes directory it is started in.

Version check not run yet

Docs and knowledge bases Official MCP Registry · npm · crates.io Local 480 a week APACHE-2.0
Webgate io.github.x-hannibal/mcp-webgate

Web search that doesn't wreck your AI's memory.

Version check not run yet

Web search and scraping Official MCP Registry · PyPI Local MIT
Agent Recall io.github.Goldentrii/agent-recall

Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.

Version check not run yet

Memory and context Official MCP Registry · npm Local 466 a week MIT

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