MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
Diagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes forever', 'optimizer is stuck', 'HNSW build time too long', or 'data uploaded
OfficialSkillMIT★ 40k in collectionNo key
Diagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes forever', 'optimizer is stuck', 'HNSW build time too long', or 'data uploaded
OfficialSkillApache-2.0★ 256 in collectionNo key
Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.
PythonMIT★ 742No key
INVOKE THIS SKILL when building ANY retrieval-augmented generation (RAG) system. Covers document loaders, RecursiveCharacterTextSplitter, embeddings (OpenAI), and vector stores (Chroma, FAISS, Pinecon
OfficialSkillMIT★ 1.3k in collectionNo key
Git-native structural memory for AI coding agents. Index once — stays fresh on every pull, merge, and branch switch. MCP server for Claude Code, Cursor & any agent.
PythonApache-2.0★ 4Few starsNo key
Shared code intelligence for agent fleets — AST-aware semantic search + multi-agent memory with git-concurrent coordination
PythonAGPL-3.0★ 4Few starsNo key
Your SEO team inside Claude Code. Real Search Console + GA4 + PageSpeed data in, 3 ranked actions out. Traffic-drop diagnosis, quick wins, indexing, page gates, GEO. One-command setup, zero invented n
SkillMIT★ 3Few starsNo key
Use when adding, modifying, optimizing, or debugging CuTile autotuning code. Trigger signals: `exhaustive_search` / `replace_hints` / `hints_fn` / `cuda.tile.tune` in code, `autotune` in filenames, or
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected results', or
OfficialSkillMIT★ 40k in collectionNo key
Guides Qdrant query volume scaling. Use when someone asks 'query returns too many results', 'scroll performance', 'large limit values', 'paginating search results', 'fetching many vectors', or 'high c
OfficialSkillMIT★ 40k in collectionNo key
Full PAIDF AnomalyGen pipeline — fine-tune on a new anomaly dataset, generate synthetic anomaly images (SDG), evaluate quality (nn_score), and search per-sample (guidance, crop_ratio) parameters. Thre
OfficialSkillApache-2.0★ 3.6k in collectionNo key
🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
SkillGPL-3.0★ 23kNo key
Memory library for building stateful agents
Hosted by authorAGPL-3.0★ 7.7kNo key
Local toolchain for evidence-linked knowledge graphs: normalize sources, validate, merge, evaluate and render graphs authored by an external agent or compiler.
SkillMIT★ 4Few starsNo key
AI-native workspace for local shells and remote machines.Zero Webview, zero OpenSSL, zero telemetry, and no app subscription.Written in Rust+GPUI
SkillGPL-3.0★ 1.7kNo key
High-performance Model Context Protocol (MCP) server for Obsidian that provides AI tools with direct vault access through semantic operations and HTTP transport.
SkillMIT★ 466No key
Local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvector embeddings via Ollama, combines vector similarity + keyword search with RRF fusion. Supports 30+ languages
PythonMIT★ 37No key
Lets agents create sessions, split panes, run commands, and capture output with TMUX.
SkillMIT★ 57No key
Secure MCP server for GitLab projects, merge requests, issues, pipelines, and search
PythonAGPL-3.0★ 2Few starsNo key
The most capable Calibre MCP server — full read/write tools plus multilingual semantic search over your whole ebook library or a single book. For Claude & any MCP client.
Node.jsMIT★ 18No key
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup support, and AI integration (Claude, LLMs)
GoMIT★ 72No key
Find your files with natural language and ask questions.
PythonGPL-3.0★ 63No key
Graph-native code intelligence that replaces embedding-based RAG with deterministic program understanding.
SkillMIT★ 160No key
Who stands behind it
