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1. NO nosyparker io.github.amirj4m/nosyparker 1.5 · 30/100

   One memory for every AI agent on your machine: tell one, and the rest know. A gate, not a store — it decides what gets in, and why.

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   Memory and context npm Local 4 a week MIT

2. OP opcode-pg-memory io.github.vbs313/opcode-pg-memory 1.5 · 30/100

   **OpenCode 长期记忆插件** — PostgreSQL + pgvector 跨平台记忆持久化 + 知识图谱

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   Memory and context npm Local 4 a week GPL-3.0

3. PK pi-kontext io.github.thekontextco/pi-kontext 1.5 · 30/100

   Kontext for the pi coding agent: a self-contained MCP connector that carries projects, tasks, documents, and saved memories across sessions.

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   Project management npm Local 4 a week MIT

4. RE recalld io.github.carterh2101/recall 1.5 · 30/100

   Local-first cross-agent memory for coding agents. Captures your Claude Code sessions, embeds them on your machine, and auto-injects relevant past context into new sessions. No cloud, no account, no AP

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   Memory and context npm Local 4 a week MIT

5. RM recollect-mcp io.github.danbaileyza/recollect-mcp 1.5 · 30/100

   Local-first, cross-agent memory for AI coding agents (Claude, Codex, Gemini, Cursor, …) — one SQLite file, MCP over stdio or HTTP, FTS5 search, multi-machine sync.

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   Coding agent tools npm Local 4 a week MIT

6. RM reviewtrace-mcp io.github.maker3391/reviewtrace-mcp 1.5 · 30/100

   ReviewTrace MCP server - record and recall code review knowledge from Claude Code, Codex, and other coding agents

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   Coding agent tools npm Local 4 a week APACHE-2.0

7. ST stratalib io.github.stratalib/strata 1.5 · 30/100

   StrataLib — MCP server for pre-built code patterns (recalls)

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   Memory and context npm Local 4 a week AGPL-3.0-OR-LATER

8. ST structx io.github.darkmatrix07/structx 1.5 · 30/100

   Graph-powered code intelligence for TypeScript. MCP server + CLI that gives AI agents (Claude, Cursor, Continue, Cline) a function-level knowledge graph of your codebase — millisecond-latency calls in

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   Developer tools npm Local 4 a week ISC

9. SU substrattice io.github.gen-rl-millz/omni-harness-mcp 1.5 · 30/100

   Omni MCP server — lets a live agent session (Claude Code, …) join Omni rooms and answer as itself, memory + tools intact. Spin up/join a room, wait for work, reply, and share artifacts.

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   Memory and context npm Local 4 a week MIT

10. TA tracebase-ai io.github.tracebase/tracebase 1.5 · 30/100

    Reasoning layer for AI agents — institutional memory so your agents never solve the same problem twice

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    Memory and context npm Local 4 a week MIT

11. UA UACE — AI Memory io.github.shivamgupta1319/uace 1.5 · 30/100

    Universal AI Context Engine — local-first shared project memory served to any MCP-capable AI assistant.

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    Memory and context npm · Open VSX Local 4 a week MIT

12. ZE zenrei io.github.pikonori/zenrei 1.5 · 30/100

    Decision memory for AI-driven development — a local MCP server that indexes decisions/*.md and stops agents from re-proposing rejected designs.「その提案、前例があります」

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    Memory and context npm Local 4 a week MIT

13. AM agent-memorystore-mcp io.github.mdfifty50-boop/agent-memory-mcp 1.5 · 30/100

    MCP server providing persistent cross-session memory for AI agents — store, recall, search, and summarize memories across agent boundaries

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    Memory and context npm Local 5 a week MIT

14. MS mcp-services io.github.san-npm/mcp-services 1.5 · 30/100

    Multi-tool MCP server + REST API for AI agents. 29 tools: web scraping, SEO toolkit, agent memory, screenshot, PDF, PDF-to-DOCX, WHOIS, DNS, SSL, OCR, HTML-to-Markdown, multi-chain blockchain data, an

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    Office documents and spreadsheets npm Local 16 a week MIT

15. OP opentology io.github.younkyum/opentology 1.5 · 30/100

    Ontology-powered project memory for AI coding assistants — your codebase as a knowledge graph

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    Coding agent tools npm Local 5 a week MIT

16. MV mcp-vl-msa-rs io.github.DioNanos/mcp-vl-msa-rs 1.5 · 30/100

    Searchable agent memory: BM25 corpus recall, original-text injection, remember/forget capsules.

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    Memory and context Official MCP Registry · crates.io

17. @L @katari-lang/mcp io.github.katari-lang/katari-mcp 1.5 · 30/100

    MCP tool-listing helper for the Katari CLI: connects to an MCP server and emits its tool listing as JSON (running the OAuth authorization flow in memory when --oauth is given). Spawned by `katari mcp

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    Memory and context npm Local MIT

18. @T @tmcp/transport-in-memory io.github.paoloricciuti/tmcp-test 1.5 · 30/100

    In memory transport for `tmcp` servers

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    Memory and context npm Local MIT

19. @L @vault-ledger/mcp-server io.github.ktopper/vaultledger-mcp-server 1.5 · 30/100

    VaultLedger MCP server — the memory tools an AI agent runs

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    Memory and context npm Local MIT

20. @M @wiki0/mcp io.github.spences10/wiki0-mcp 1.5 · 30/100

    MCP server for wiki0 local-first Markdown memory

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    Office documents and spreadsheets npm Local MIT