20 OKF Agent Memory alternatives
OKF Agent Memory: Git-native persistent memory for coding agents — sub-300µs BM25 search over version-controlled plain text, with no embeddings, no database and no API costs. 20 MCP servers do similar work, most sharing Open Source, Local-First and Coding Agent, ranked by how much they have in common with OKF Agent Memory.
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by Model Context Protocol
A knowledge-graph-based persistent memory system that lets an agent remember entities and relations across sessions.
Also: Agent Memory, Knowledge Base, Local-First, Open Source
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by Gentleman Programming
Persistent memory for coding agents as a single Go binary — SQLite and FTS5 behind MCP, an HTTP API, a CLI and a TUI, with no Node, Python or Docker required.
Also: Agent Memory, Knowledge Base, Local-First, Open Source
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by rohitg00
Self-hosted persistent memory for coding agents: hooks capture what you do, and an MCP server lets any agent recall it across sessions and across tools.
Also: Agent Memory, Coding Agent, Local-First, Open Source
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by Graphicle
Local-first Rust MCP server that maps your repo into a code graph and project memory, then hands coding agents cited file-and-line excerpts.
Also: Agent Memory, Coding Agent, Local-First
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by Red Hat
Red Hat's zero-dependency C++23 code-context engine — ranked call graphs and blast-radius analysis, indexing a repo in under half a second with no server and no database.
Also: Coding Agent, Local-First, Open Source
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by Vladislav Shulcz
Indexes the coding-agent sessions already sitting on your disk — months of history from before you installed it — and serves them back over MCP. 3.5 GB searched in ~1.5 ms, no LLM, no embeddings.
Also: Coding Agent, Local-First
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by Trail
Builds a searchable markdown graph of your repo so coding agents stop re-exploring it on every task — reported 42% fewer tokens and 46% fewer tool calls.
Also: Coding Agent, Open Source
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by Headroom Labs
Context-compression MCP server that shrinks tool outputs, logs, files and RAG chunks before they reach the model, cutting 60-95% of tokens on JSON payloads.
Also: Coding Agent, Open Source
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by Oraios AI
Semantic code toolkit for coding agents — symbol-level search, editing and refactoring backed by language servers or the JetBrains platform.
Also: Coding Agent, Open Source
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by duty1g
A native x64dbg plugin exposing 84 debugging tools and 22 event callbacks over HTTP, so an AI assistant can drive breakpoints, memory and disassembly directly.
Also: Coding Agent, Open Source
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by O-mega Enterprise Inc.
Transcribe local audio and video files on-device from Claude, Cursor or VS Code, and search your Yap dictation history. No upload, no API key.
Also: Local-First, Open Source
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by robotmcp
Drive real robots from an AI assistant. Bridges MCP clients to ROS 1 and ROS 2 through rosbridge — publish topics, call services, send action goals and read sensors with no change to robot code.
Also: Local-First, Open Source
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by arabold
Self-hosted documentation retrieval for coding agents — index any library's docs from the web, GitHub, npm, PyPI or local files and query them by exact version. An open-source Context7 alternative.
Also: Local-First, Open Source
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by Palash Deb
Local speech MCP server bundled with VoiceStudio — generate speech, clone a voice from reference audio, and transcribe in 646 languages, all on your own machine with no API key.
Also: Local-First, Open Source
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by AnkiMCP
Turns Anki into a conversational tutor: 42 tools for reviewing due cards, rating them, creating notes and decks, and managing media over AnkiConnect.
Also: Local-First, Open Source
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by Model Context Protocol
Secure local file operations for agents — read, write, search, and edit files within configurable allowed directories.
Also: Local-First, Open Source
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by Weaviate
Weaviate's MCP server, built into the database itself — hybrid search, schema inspection, tenant listing and batch upserts at /v1/mcp, scoped by RBAC.
Also: BM25
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by markhuangai
Self-hosted agent memory server on Postgres/pgvector that tracks evidence, flags contradictions, and never silently rewrites facts.
Also: Agent Memory
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by Coveo
Coveo's managed MCP server exposing enterprise search, fetch, passage retrieval and grounded generative answering over your indexed content.
Also: Knowledge Base
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by cyanheads
Search and read Wikipedia from an AI client — summaries, full articles, specific sections, and nearby pages.
Also: Knowledge Base
