MCP servers and skills: search, filter by where they run, and compare.
Use Redis over HTTP from serverless and edge runtimes with @upstash/redis, and add rate limiting with @upstash/ratelimit. Use when the user mentions Upstash Redis, needs Redis from a Next.js route han
OfficialSkillMIT★ 40k in collectionNo key
Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at 66% lower cost and up to 88% fewer tokens, plus a precision-
PythonMIT★ 59No key
Redis Vector Library. The AI-native Python client for Redis.
OfficialPythonMIT★ 432No key
Guides Qdrant query latency optimization. Use when someone asks 'search is slow', 'how to reduce latency', 'p99 is too high', 'tail latency', 'single query too slow', 'how to make search faster', or '
OfficialSkillMIT★ 40k in collectionNo key
MCP server that uses Gemini's context caching as extended memory for AI assistants. Load GitHub repos, URLs, PDFs.
SkillMIT★ 14No key
Email for AI agents — read, search, send and triage Gmail / QQ / 163 / any IMAP from the CLI or MCP. Part of the *-use family.
SkillMIT★ 45No key
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
Node.jsMIT★ 415No key
An extensible Model Context Protocol (MCP-Local-MRL-RAG-AST) server that provides intelligent semantic code search for AI assistants. Built with local AI models, inspired by Cursor's semantic search.
Node.jsMIT★ 200No key
Rust MCP server for Grok web search and Tavily-backed source retrieval
SkillMIT★ 459No key
Claude Skill: Multi-source content processor for NotebookLM. Supports WeChat articles, web pages, YouTube, PDF, Markdown, search queries → Podcast/PPT/MindMap/Quiz etc.
SkillMIT★ 6.3kNo key
Long-term memory for agentic tasks. It tells you when it doesn't know. An MCP server for Claude Desktop and Claude Code: hybrid retrieval over your own markdown memories, with an explicit absence verd
Node.jsMITFew starsNo key
Local-first, no-API-key MCP server for web search, fetch, and document reading. Multi-engine (DuckDuckGo, Mojeek, Startpage), smart Playwright fallback, FTS5 cache, LLM-tuned output.
PythonMIT★ 138No key
Claude forgets everything. This fixes that. 🔗 www.npmjs.com/package/claude-self-reflect
Node.jsMIT★ 227No key
MCP for the TC39 specs (not affiliated with Ecma/TC39). SHA-pinned ECMA-262 + ECMA-402, AOID-aware search, cross-spec references, edition diffs, git history — read-only, deterministic, hosted-safe.
Node.jsMIT★ 2Few starsNo key
Unofficial JavaScript client, CLI and MCP server for tasnif.soliq.uz: search MXIK (IKPU) codes of Uzbekistan
Node.jsMIT★ 8No key
Mock everything your AI app talks to — LLM APIs, MCP, A2A, AG-UI, vector DBs, search. One package, one port, zero dependencies.
Node.jsMIT★ 977No key
GroundRoute — web search MCP server: 6 engines, one tool, hosted (streamable-HTTP). https://groundroute.ai
Hosted by authorMIT★ 1Few starsNo key
This Model Context Protocol (MCP) server enables LLMs like Claude to perform internet research using the Perplexity API. It provides real-time, up-to-date information with source citations.
GoMIT★ 3Few starsNo key
MCP server providing comprehensive Microsoft Teams and Graph API access for AI assistants including messaging, search, and user management.
Node.jsMIT★ 145No key
Official Mingxin MCP server: signed AI-inference-storage benchmarks (KV cache tiering, +29-40% throughput on AMD MI308X), article search, ROI estimation.
Node.jsMITFew starsNo key
MCP for styles.refero.design — natural-language search across the curated DESIGN.md library.
Node.jsMIT★ 19No key
A local Python stdio MCP server for searching onion services and reading pages through Tor. It provides five tools, eight search adapters, memory caches, and two MCP resources.
DockerMITFew starsNo key
support cc/codex/grok build/kimicode/pi/antigravity cli/opencode sessions viewer, skills manage, token usage statistics, global search, resume, and export to html
SkillMIT★ 399No key
Search + Chat = SearChat(AI Chat with Search), Support OpenAI/Anthropic/VertexAI/Gemini, DeepResearch, SearXNG, Docker. AI对话式搜索引擎，支持DeepResearch, 支持OpenAI/Anthropic/VertexAI/Gemini接口、聚合搜索引擎SearXNG，支持D
SkillMIT★ 1.1kNo key
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