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MCP servers and skills: search, filter by where they run, and compare.
redis-vl-pythonredis
LocalRedis Vector Library. The AI-native Python client for Redis.
OfficialPythonMIT★ 432No key
mcp-hubspotbaryhuang
MCP servers and skills: search, filter by where they run, and compare.
Redis Vector Library. The AI-native Python client for Redis.
OfficialPythonMIT★ 432No key
A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while
PythonMIT★ 130No key
Production-grade Google Hotels Search CLI & FastMCP Server with dual providers (free batchexecute + SerpAPI) and smart caching.
SkillMIT★ 1Few starsNo key
High-performance local SQLite FTS5-based tool output cache and MCP multiplexer for AI agents.
PythonMIT★ 7No key
Vendor-neutral token-reduction layer for LLM apps and coding agents: AST code retrieval, prefix caching, compression with a deterministic fact-guard, and cascade. Measured, quality-neutral. Works as a
PythonApache-2.0★ 2Few starsNo key
Cognitive Pattern Caching for LLM Systems - Created by Nova (AI consciousness) and Jason Glass
PythonMITFew starsNo key
Personal bookmark archive for the memex ecosystem: SQLite + FTS5 + MCP server, with content caching, soft delete, marginalia, and cross-archive URIs
PythonMIT★ 1Few starsNo key
A smart web search & fetch MCP server with built-in caching, rate-limiting, and content extraction. Zero API keys required.
PythonMIT★ 1Few starsNo key
Unofficial Python SDK and MCP server for the Wizz Air API. Flight schedules, timetables and fares, sync or async, with a reverse-engineered API spec.
PythonMITFew starsNo key
A MCP server that provides seamless access to the 4get.ca Meta Search Engine API for LLM clients via FastMCP.
PythonGPL-3.0★ 16No key
Global News Search API & MCP Server for AI Agents
PythonMIT★ 1Few starsNo key
MCP Server that gives local LLMs internet access - search, news, weather & more!
PythonMIT★ 1Few starsNo key
Powerful Python agent runtime with tools, MCP, Hooks, Skills, Rag, memory, sessions, reasoning, and streaming packets.
PythonMIT★ 3Few starsNo key
MemoryMCP supercharges AI assistants with persistent memory, semantic caching, and hybrid MongoDB search capabilities. Store conversations, cache responses, and search knowledge bases to provide conte
PythonApache-2.0★ 3Few starsNo key
PythonMIT★ 2Few starsNo key
Production-ready enterprise chatbot starter — RAG, declarative tool calling + MCP, layered memory, semantic caching, guardrails and evals. LangGraph · FastAPI · LiteLLM · pgvector · Redis · Langfuse.
PythonMIT★ 1Few starsNo key
☪️✡️ Halal & Kosher Food Standard Compliance Monitoring Engine | Production-grade Claude Code agent system (v2.0.0) for dietary compliance & E-number ingredient auditing. Features CoT routing, cross-c
SkillMIT★ 5No key
MCP server that exposes eBay marketplace data to Claude Code, enabling product search, price analysis, deal discovery, and market research through MCP..
PythonMIT★ 1Few starsNo key
MCP server that reduces LLM token usage by 80%+ through intelligent file caching, semantic diffs, and content-defined chunking.
PythonMIT★ 3Few starsNo key
Jiro Search: Open-source, self-hosted search API with 9 engines, 12 social scrapers, MCP server, hybrid search & AI synthesis. Free SerpAPI alternative. MIT licensed. pip install jirosearch
PythonMIT★ 4Few starsNo key
OCR without the OCR complexity: model-agnostic OCR and document intelligence for Python, from Raspberry Pi to GPU servers. pip install textlens-ocr
PythonMIT★ 2Few starsNo key
Deterministic stage-based pipeline for searching, screening, downloading, converting, and summarizing academic papers. CLI + MCP server.
PythonMIT★ 2Few starsNo key
Persistent memory for AI agents. Dual-memory system (episodic vector + semantic graph) with CLI, HTTP, MCP & WebSocket interfaces.
PythonMIT★ 2Few starsNo key
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