bm25 plugins

grpcer/ownmem

Plugin Claude Code

Bundles 3 skills · 160 tokens together

Git-native project memory for AI coding agents, with deterministic local recall, evidence gates, and layered delivery that quotes, points, or abstains.

Madhan230205/token-reducer

Plugin Claude Code

Bundles 1 skill, 1 command, 4 agents, 1 hook · 230 tokens together

Open-source, local-first Claude Code plugin for token reduction, context compression, and cost optimization using hybrid RAG retrieval (BM25 + vector search), reranking, AST-aware chunking, and compact context packets.

sagarmk/beacon-plugin

Plugin Claude Code

Bundles 1 skill, 9 commands, 1 agent, 4 hooks · 194 tokens together

Beacon — semantic code search for Claude Code.

hunhee98/pluck

Plugin Claude Code

Bundles 1 MCP server

Fast and token-friendly code reading for AI coding agents. Symbol-aware MCP tools that replace cat/grep with 85% fewer tokens, sub-millisecond search, and a raw fallback that preserves cat/grep parity byte-for-byte.

infino-ai/code-context

Plugin Claude Code

Bundles 1 skill, 1 MCP server · 103 tokens together

Local hybrid keyword + semantic search and SQL over your codebase, for coding agents.

eleboucher/memini

Plugin Claude Code

Bundles 10 skills, 9 commands · 547 tokens together

Persistent memory for AI coding agents via the memini memory service. 7 hooks, MCP tools, and skills that capture tool usage and inject prior context at session start and per prompt.

XBlueSky/cortexes

Plugin Claude Code

Bundles 6 skills, 6 commands, 2 hooks · 649 tokens together

Personal knowledge vault plugin — session recording, memory distillation, indexed retrieval.

memtomem/memtomem

Plugin Claude Code

Bundles 7 skills, 1 MCP server · 216 tokens together

Safe, explicit memory search and persistence workflows backed by the memtomem MCP server.

teimurjan/lethe

Plugin Claude Code

Bundles 2 skills, 1 hook · 118 tokens together

Persistent memory across Claude Code sessions. Markdown-first storage, hybrid BM25 + dense retrieval, clustered retrieval-induced forgetting, optional Haiku enrichment.

pluto2060/CTX

Plugin Claude Code

Bundles 1 plugin

Cross-session memory for Claude Code — honest utility-measured context bootstrapper. G1 (decision timeline from git log) + G2 (docs/code search) with BM25 + optional vec-daemon semantic rerank. Visible failure warnings when components degrade.

louis49/melchizedek

Plugin Claude Code

Bundles 1 MCP server

Persistent memory for Claude Code. Indexes your conversation transcripts and provides hybrid search (BM25 + vectors + reranker).

cdeust/ai-architect-mcp-codebase

Plugin Claude Code

Bundles 3 skills, 24 commands, 18 agents, 6 hooks, 2 MCP servers · 597 tokens together

Rust MCP server that indexes ANY codebase into a LadybugDB property graph — source in 11 languages with full AST, plus docs/config/binaries as File nodes (.js→Imports, Markdown→References). Resolves imports and call chains, detects communities via Leiden, traces execution flows from entry points, and exposes 27 MCP…

fullymiddleaged/Clawness

Plugin Claude Code

Bundles 13 skills, 7 agents · 1,443 tokens together

Puts the right rules in context on every prompt, automatically — built for full-stack developers moving across frontend, backend, and SQL in one session, researchers working in bare or LaTeX-only directories, and teams who want adversarial review (security red/blue team, code critic) before merge. 222 rules across 30…

albedoweb/agmem

Plugin Claude Code

Bundles 1 skill, 1 command, 1 hook · 93 tokens together

Persistent project memory for Claude Code — indexes your repo into local JSONL and auto-injects task-relevant context (BM25, no LLM calls, nothing leaves your machine).

yu2001-s/OpenDocu

Plugin Claude Code

Bundles 1 skill, 1 command · 73 tokens together

Local-first versioned documentation search for coding agents.

jsharma1105/Koshi

Plugin Claude Code

Bundles 5 agents · 340 tokens together

Koshi MCP — retrieval, context engineering, persistent memory, and quality scoring for AI agents. 100% offline.

Reikor-Arg/inmemory

Plugin Claude Code

Bundles 4 skills, 12 commands, 5 hooks · 384 tokens together

Verbatim recall across Claude Code sessions, plus a gate that stops oversized skills from flooding the prompt. Pure Node, no dependencies, no API calls.

PranavNagrecha/Quartermaster

Plugin Claude Code

Bundles 1 skill · 38 tokens together

Offline, zero-dependency tool-router for MCP. Funnels many tools down to a ranked shortlist for a natural-language query — no embedding model, no network — so the model reads 8 tools instead of 200. Funnel advises, model decides.