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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-context-forgeIBM
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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
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call
OfficialPythonApache-2.0★ 4.7kNo key
Short-term memory proxy gateway with proactive memory surfacing for AI agents
PythonApache-2.0★ 5No key
MCP server for fetching web URLs with token estimation, caching, and intelligent routing. Built for AI agents.
PythonMIT★ 3Few starsNo key
Python middleware that compresses and optimizes LLM context before each API call: lower token cost for apps and agents, with quality scoring and safe fallback. Wraps OpenAI, Anthropic, and Google SDKs
PythonMIT★ 8No key
Production-ready MCP server for Tenable Security Center with intelligent caching. 90% token savings, 1000x faster responses.
PythonGPL-3.0★ 8No 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
MCP enfocado en la optimizacion de tokens - (Alpha)
PythonMIT★ 2Few starsNo key
Comprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and context-aware assistance.
PythonMIT★ 127No key
Home Assistant MCP Server - Control your smart home with AI assistants via the Model Context Protocol
PythonMIT★ 106No key
A Model Context Protocol (MCP) server that provides seamless integration with Google Cloud Storage, enabling AI assistants to perform file operations, manage buckets, and interact with GCS resources d
PythonApache-2.0★ 9No key
StarRocks MCP (Model Context Protocol) Server
PythonApache-2.0★ 195No key
Model Context Protocol server for Fantasy Premier League - 33 tools for squad scouting, fixtures, FDR, live scores, and strategy
PythonMIT★ 3Few starsNo key
Persistent decision memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Local-first, open-source.
PythonMIT★ 1Few starsNo key
A comprehensive Model Context Protocol (MCP) server that provides intelligent NIST 800-53r5 compliance checking, automated code analysis, and standards enforcement for modern development workflows. Bu
PythonMIT★ 3Few starsNo key
A Model Context Protocol (MCP) server that provides tools for working with the MITRE ATT&CK framework using the mitreattack-python library and the official MCP Python SDK.
PythonMIT★ 15No key
Cut Claude Code token cost: find where your prompt-cache money leaks and fix it with one command. Also Codex CLI, Gemini CLI, OpenCode.
SkillMIT★ 3Few starsNo key
mdm-mcp-server is a Model Context Protocol (MCP) server that provides AI assistants with seamless access to IBM Master Data Management (MDM) services through standardized REST API interactions.
OfficialPythonApache-2.0★ 5No key
Code-Document Linked Memory Guard System - Bridging source code and documentation with bidirectional sync, intelligent retrieval, and AI self-optimization
PythonMIT★ 2Few starsNo key
Local context engine for AI coding agents. Routes tasks to relevant files, tests, rules, and skills, supports prompt caching, and builds compact context packs for Claude Code, Codex, Cursor, MCP, and
PythonAGPL-3.0★ 25No key
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