MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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@ambih/coding-agent-memoryactive
Memory for AI coding agents: the plans, tasks, decisions, rules and bugs your agents work through, recorded automatically, shared with your team, readable by every agent through MCP, with a dashboard.
npm Apache-2.0 -
Local-first memory, hybrid RAG, and agent personalization for AI coding agents (OpenCode, Claude Code, Codex, Gemini CLI, Antigravity). MCP server + CLI with persistent context, document ingestion, vector + SQLite FTS5 retrieval, sync, setup, and safe uni
npm MIT -
Coding agent memory — local-first memory and judgment for AI coding agents. One MCP server for every project; warns before repeating failed fixes.
pypi MIT -
Local-first persistent memory MCP server for Claude Code, Codex, Cursor, Qwen Code, and AI coding agents. Cross-session, cross-agent SQLite memory.
pypi MIT ★ 6 -
Local-first coding agent memory for Claude Code and OpenAI Codex
npm MIT -
Persistent local memory for AI coding agents — Claude Code, Codex CLI, Cursor, any MCP client. Temporal knowledge graph, procedural memory, AST codebase ingest, cross-project analogy. LongMemEval R@5 95.1%, LoCoMo 0.607, BEAM 1M 0.448. 74 MCP tools, 9 IDEs, 100% local.
MIT ★ 77 -
Persistent memory, architectural decision enforcement, pre-execution safety hooks, and session handoff for Claude Code. MCP server plugin for AI coding agents.
MIT ★ 14 -
Persistent memory for AI coding agents
Apache-2.0 ★ 226 -
Stop re-teaching your agent. Make your agent's memory work like a brain. Hippo is long-term memory for coding agents. It's a critical layer for your AI harness that connects across your different tools (Cursor, Claude Code, Codex). Local-first. Measured: about half the repeat mistakes of built-in memory alone, at the same cost.
npm MIT ★ 792 -
Memory-Recallgithub.com/rebel0789/Memory-Recallupdated this year
Local-first repo memory and context for coding agents.
Apache-2.0 ★ 8 -
Stale-proof repo memory for coding agents: citations + JIT verification + TTL (MCP).
MIT ★ 1 -
Local memory, a codebase index, and working discipline for AI coding agents. Zero dependencies, no network, MCP included. Measured, not asserted.
MIT -
Living memory layer across your AI coding agents and sessions..
NOASSERTION ★ 25 -
apex-memorygithub.com/jjerrychoi/apex-memoryupdated this year
Persistent memory MCP server for AI coding agents
npm MIT -
apex-memorygithub.com/JJerryChoi/apex-memoryupdated this year
Persistent memory MCP server for AI coding agents. Ultra-lightweight (46 kB), cloud sync, works with Claude Code, Cursor, Windsurf. npm install apex-memory
MIT ★ 2 -
Local-first codebase intelligence memory and task context for coding agents, via CLI, MCP, and local HTTP.
Apache-2.0 ★ 1 -
Project memory for coding agents: decisions, constraints and failed approaches as plain Markdown notes, with an MCP server. Early 0.1 preview.
MIT -
One memory for every AI agent — self-hosted long-term memory over MCP/REST for Claude Code, Codex, Cursor, Gemini CLI, VS Code, OpenClaw, and more.
NOASSERTION ★ 3 -
Long-term memory for AI coding agents. Facts recorded once, recalled by every client.
npm MIT -
MCP server for Ragionex Memory: long-term memory for AI coding agents. Agents save what matters on their own, keep it up to date and recall it in every new session. Vaults keep projects apart and share memory with your team. One command sets up Claude Code, Codex or OpenCode; any MCP client can connect.
npm MIT ★ 5 -
Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.
MIT ★ 882 -
Local memory for coding agents: lessons and corrections from past sessions, one MCP server, one install command.
npm MIT -
agent-memorygithub.com/dklymentiev/agent-memoryupdated this year
Persistent memory for AI coding agents. Single binary, instant full-text search, workspaces, MCP server.
MIT ★ 4 -
Open-source, local-first long-term memory for AI coding agents: one MCP tool (recall) over a private local SQLite vault — zero cloud, zero vectors, zero background LLM calls, ~30 ms lookups. Apache-2.0.
Apache-2.0 ★ 1 -
Engineering memory for coding agents: the decisions, fixes and constraints behind your code, with who recorded them, the files and the commit, recalled by every agent on the team in Claude Code, Codex, Cursor, Copilot and 60+ MCP clients. Self-hosted community edition; Recallium Cloud at recallium.ai.
NOASSERTION ★ 58 -
Persistent engineering memory for coding agents over MCP.
pypi MIT ★ 7 -
mhn-ai-agent-memorygithub.com/shahzebqazi/mhn-ai-agent-memoryupdated this year
AI agent memory using Modern Hopfield Networks — no LLM calls, no database, one matrix multiply. MCP server for Cursor, Claude Code, and other AI coding agents.
MIT ★ 5 -
Memories — agent-agnostic memory for AI coding agents. MCP server + installer CLI.
npm MIT -
Shared local memory, session history search, cross-agent handoff, and uncommitted code recovery across 46 coding agents — Claude Code, Codex, Cursor, OpenCode, Gemini CLI, OpenClaw & more (CLI & MCP). One Go binary, zero LLM calls.
npm MIT ★ 1,554 -
Universal MCP Server: Dynamic SQLite-backed code knowledge graph memory & AST context router for AI agents (Cursor, Claude Desktop, Antigravity, Windsurf).
MIT -
Zero-Token-Waste Memory Engine, Knowledge Graph & Notes System for AI Coding Agents via MCP.
npm MIT -
consolidation-memorygithub.com/charliee1w/consolidation-memoryupdated this year
Local-first persistent memory for AI agents — store, recall, and consolidate knowledge across sessions using FAISS, SQLite, and any LLM. MCP server for coding agents and any MCP client.
MIT ★ 8 -
The local-first memory plane for CLI coding agents. Codex and Claude Code attach via MCP; SQLite-backed, evidence-gated, no GUI. Cross-session memory that the agent proposes and a governance gate decides.
AGPL-3.0 ★ 2 -
Turn MEMORY.md into project-scoped, versioned memory for Codex, Claude Code, and MCP agents across sessions.
MIT ★ 5 -
consolidation-memorygithub.com/charliee1w/consolidation-memoryupdated this year
Trust-calibrated working memory for coding agents with provenance, drift awareness, and scoped sharing
pypi MIT -
Aletheia: a free, local memory and rules hub for AI coding tools such as Claude Code, Codex, Cursor and Gemini CLI. One store any tool reads over MCP, REST or CLI; rules synced to CLAUDE.md, AGENTS.md, Cursor and more; export and import to move between to
npm Apache-2.0 -
agent-memory-bankactive
Memory for AI coding agents that outlives the session: save where the work stands, pick it up in the next session or from another agent. An MCP server for Claude Code, Cursor and other MCP apps; notes are kept on Agent Memory Bank (x402trinity.com Marketp
npm BUSL-1.1 -
Memory for coding agents: your AI stores every fix and finds it again when the problem returns. MCP server for Claude Code, Cursor, Copilot, Windsurf, Codex and Gemini CLI, hosted in the EU.
npm Apache-2.0 -
Make your agent's memory work like a brain. Hippo is long-term memory for coding agents.
npm MIT -
hansardactive
Local-first memory layer for AI coding agents: archive, search, and recall Claude Code, Codex, and Cursor conversations and memory files, with an MCP server.
npm MIT -
Best AI Memory Layer for Claude Code and MCP Agents in 2026
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Causal project memory for coding agents: corrections first in every session, and a guard that blocks the edit that writes a withdrawn value back. 4 MCP tools, ~670 tokens. Claude Code · Codex · Cursor · GitHub Actions
MIT -
Local-first, auditable memory layer for AI apps and coding agents — Codex, Claude Code, MCP, HTTP, TypeScript, and Python.
MIT ★ 21 -
Local-first, project-aware memory MCP server for Claude Code, Codex, and other AI agents, with Obsidian and an owner dashboard.
MIT ★ 15 -
One local Hindsight memory server shared by all your agents (Claude Code & any MCP client). No API key, localhost only.
MIT -
Self-hosted MCP server giving AI coding agents a shared, persistent memory over your code and docs (Qdrant, Ollama, tree-sitter).
MIT -
Local-first MCP memory governance for coding agents — Codex, Claude Code, Cursor, Grok, and Trae. Shared rules, deduplication, token insights, audit, and rollback.
MIT ★ 4 -
AI memory for Claude Code, Cursor, Codex, Windsurf, and every MCP agent: one shared, versioned memory in a local MCP server. Offline, no API key.
npm MIT ★ 15 -
dukememorygithub.com/dukedanya/dukememoryupdated this year
Private-by-default memory for AI coding agents: MCP server with project-scoped recall, semantic retrieval, pgvector, Ollama, and code context
NOASSERTION ★ 1 -
Cross-agent memory for AI coding tools: one self-hostable knowledge graph shared by Claude Code, Codex, OpenCode, Cursor, and the agents you build.
Apache-2.0 ★ 68 -
Local-first MCP memory server for AI coding agents with compact retrieval and project/global scopes.
MIT ★ 10 -
Local-first MCP memory server for AI coding agents with compact retrieval and project/global scopes.
pypi MIT -
Your Claude Code memory, in every agent: read and write Claude Code auto memory (Markdown + [[wiki-links]]) from code or over MCP. Zero dependencies, no vectors.
npm MIT -
Long-term memory for Claude Code, Codex and other MCP agents: your preferences, rules and context, shared across agents and machines. Self-hosted.
Apache-2.0 ★ 1 -
Open-source, self-hosted team memory for AI coding agents. Share, search, and audit project context through MCP.
MIT ★ 2 -
Persistent memory for AI coding sessions — captures what agents can't infer from code alone. Works with Copilot, Cursor, Claude, and Windsurf.
npm MIT -
Norngithub.com/samad001z/Nornupdated this year
Persistent, local-first memory for AI coding agents. Give Claude Code and Cursor memory across sessions over MCP — and see and edit exactly what your AI remembers. Open source, no API key, no cloud.
MIT ★ 3 -
hive-memorygithub.com/moonx010/hive-memoryupdated this year
Cross-project memory for AI coding agents. MCP server that maintains context, decisions, and knowledge across workspaces. Fully local.
MIT ★ 8 -
@anmol-srv/sigilgithub.com/anmol-srv/sigilupdated this year
Local-first memory infrastructure for AI coding agents. One brain shared across Claude Code, Codex CLI, Cursor, Kiro, Continue, Cline, Windsurf, or any MCP client. Organized in pluggable pods, stored in your own Postgres. No cloud, no telemetry. Auto-capt
npm MIT -
squish-memorygithub.com/michielhdoteth/squishupdated this year
Local-first memory runtime for Claude Code, Codex, ChatGPT, and AI agents. Searchable session history, durable memory, and cross-tool sync. No external LLM required.
npm MIT