bm25 skills

63 tagged bm25, measured the same way as everything else here.

Browse within: claude-code-plugin 29agent-memory 26agent 23search 23hybrid-search 22agents 21chromadb 21knowledge-management 21agentic-ai 19embedding 14agentic-coding 13ai-coding 13embeddings 13documentation 11

docsagent

01

docsagent/docsagent

Skill Claude CodeCodex

Search and manage private, local document collections (PDF, PPTX, DOCX) offline. Use when you need to find information within your private files, not for web research.

not rated 572 +54 18d ago A 39 tokens

ownmem-init

02

grpcer/ownmem

Skill Claude CodeCodex

Install or update OwnMem in the current repository. Use when the user asks to set up OwnMem, add local project memory for coding agents, or refresh an existing OwnMem installation after a version bump.

not rated 429 +7 changed 23d ago A 45 tokens copy · 95% Apache-2.0

memex-search

03

nicosuave/memex

Skill Claude Code

Discover prior agent work across sessions, projects, providers, and machines. Use for historical investigations and analogous solutions, or as a fallback when native conversation and history tools cannot recover the needed evidence.

not rated 262 +12 changed 1mo ago A SkillSpector: pass 42 tokens original MIT

bug-report

04

eric-tramel/moraine

Skill Claude CodeCodex

Help prepare and, only with explicit user approval, file a sanitized Moraine bug report for reproducible defects in Moraine itself.

not rated 116 +1 5d ago A SkillSpector: pass 29 tokens original Apache-2.0

vera

05

VeraTools/Vera

Skill Claude CodeCodex

Code search over the current repository. Before reading files to answer "where is X", "how does Y work", "find Z", or "what calls W", run vera search " " or vera references first. Use vera grep for exact strings and regex, vera structural for definitions, routes, and env reads. Do not read multiple files hoping to…

not rated 110 1mo ago A SkillSpector: pass 96 tokens original MIT

patsnap/patent-literature-search-mcp

Skill Claude CodeCodex

Search Patsnap's global patent and scientific literature databases together using natural-language, semantic, keyword, and BM25-based queries with multidimensional filters, then fetch patent or literature records as Markdown.

not rated 83 +1 2mo ago A 48 tokens original Apache-2.0

memory

07

eleboucher/memini

Skill Claude CodeCodex

Persistent long-term memory via memini. Use to remember durable facts, decisions, and preferences, and to recall relevant context before acting. Triggers when the user says "remember", "what do you know about", or when starting a task that may have prior context.

not rated 25 2d ago A 56 tokens AGPL-3.0

memtomem-remember

08

memtomem/memtomem

Skill Claude CodeCodex

Save an explicit user-requested memory with memtomem. Use only when the user clearly asks to remember, record, or persist information for later.

not rated 18 +3 changed 14d ago A 36 tokens original Apache-2.0

mind-mem

09

star-ga/mind-mem

Skill Claude CodeCodex

User manual for the mind-mem persistent memory CLI (mm). Use when an agent needs to recall prior decisions, tasks or project facts from a mind-mem workspace, pack memory into context, check workspace health, review governed proposals, install or troubleshoot mind-mem, or answer questions about how mind-mem works …

not rated 18 yesterday A 75 tokens original Apache-2.0

skill-matcher

10

alexgrebeshok-coder/skill-matcher

Skill Claude CodeCodex

A skill-selection assistant that analyses a request and recommends relevant coding-agent skills from installed or external catalogues.

not rated 11 7mo ago A 0 tokens original MIT

youtube-advisor

11

AlexanderAbramovPav/youtube-advisor

Skill Claude CodeCodex

A skill that builds an advisor from a YouTube channel, so an agent can answer questions using that creator's videos.

not rated 9 2mo ago D 85 tokens original MIT

rag-eval

12

LucasSantana-Dev/hitgate

Skill Claude CodeCodex needs its repo

Run the retrieval regression gate against the current repo state and report whether a recent change helped, hurt, or held steady.

not rated 5 7d ago A 0 tokens original MIT

aimh-intake

13

Traceless-zero/AI-MemoryHub

Skill Claude CodeCodex

A front-door routing skill for HMA, a long-term memory system. It first identifies what a submitted text or file is, then sends it to the matching storage workflow.

not rated 4 changed today A 345 tokens

nesift

14

scottgl9/nesift

Skill Claude CodeCodex

Token-efficient web research for AI agents. Fetches, indexes, and queries web content locally via hybrid BM25 + embeddings, returning only the chunks that fit a token budget. Replaces raw webfetch for any task involving more than one source. Use when the user asks you to research, compare, summarize, or fact-check…

not rated 4 4mo ago A 83 tokens GPL-2.0

docs-search

15

Lolaplex/agents-docs

Skill Claude CodeCodex

Search and file historically-true tech facts via agents-docs MCP. Hard tech facts go to writedoc; user/project fluid facts go to agents-memory. Do not dump READMEs into docs.

not rated 2 changed 19d ago A 43 tokens original MIT

mnemonic

16

naveenadi/mnemonic

Skill Claude Code

Search local indexed markdown knowledge bases. Use when the user asks to find notes, dig up a concept from personal docs, cross-reference ideas across wikis, or answer from indexed local files. Triggers on "look up in notes", "search my docs", "what did I write about", "find in my vault", "check my index", "retrieve…

not rated 0 3mo ago A 79 tokens

ingest-knowledge

17

hyh0620/mcp-knowledge-service

Skill Claude CodeCodex needs its repo

Ingest a source path into a specified collection and report file, chunk, vector, and BM25 counts.

not rated 0 2mo ago A 27 tokens original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: