MCP servers and skills: search, filter by where they run, and compare.
MCP server that reduces LLM token usage by 80%+ through intelligent file caching, semantic diffs, and content-defined chunking.
PythonMIT★ 3Few starsNo key
🎮⚡ Game Shader Cache & Stutter Elimination Engine | Production-grade Claude Code skill & Python harness (v2.0.0) for graphics optimization. Features PSO pre-compilation, driver cache tuning, & crawl4
SkillMIT★ 5No key
High-throughput semantic query cache and approximate deduplicator combining exact SHA-256 and cosine similarity threshold matching with LRU eviction.
MCPLink only★ 7
High-throughput semantic query cache and approximate deduplicator combining exact SHA-256 and cosine similarity threshold matching with LRU eviction.
MCPLink only★ 7
AI token waste elimination and intelligent cache layer for multi-provider agents
SkillMIT★ 1Few starsNo key
ContextOps toolkit for production AI agents. Compile, govern, scan, visualize & optimize LLM context before every model call — token budgets, policy governance, PII/secret scanning, Context Bill of Ma
PythonMIT★ 2Few starsNo key
High-performance local SQLite FTS5-based tool output cache and MCP multiplexer for AI agents.
PythonMIT★ 7No key
Quota-limited xAI native X search over MCP, using local magpie OAuth for any calling model
Node.jsMIT★ 5No key
Agent skill to search Adobe Fonts, manage Typekit web kits, and return embed tags with CSS font-family snippets.
SkillMIT★ 7No key
The server helps coding agents retrieve the smallest useful context for a task: repo facts, search hits, snippets, symbols, memory, and large-result references. It is read-only for source files. Gener
PythonMIT★ 1Few starsNo key
Lightweight, cost-free web search MCP for AI assistants.
GoMITFew 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
MCP server for the Perseus Digital Library — giving AI models direct access to ancient Greek texts, CTS passages, and Scaife search.
PythonMIT★ 3Few starsNo key
A comprehensive Model Context Protocol (MCP) server that combines Google Custom Search and Wikipedia functionality for advanced research and information retriev
SkillMIT★ 1Few starsNo key
LLMxRay — Local LLM Observatory. Full observability interface for Ollama: chat, streaming, reasoning, RAG, introspection, metrics.
Node.jsApache-2.0★ 27No key
Open-source platform for deterministic, token-aware context selection for AI agents and LLMs
SkillApache-2.0★ 8No key
MCP server for reMarkable tablet document rendering — search, render, and read handwritten notes as PDFs
SkillMIT★ 3Few starsNo 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
Medicine prices delivered to your PIN from 10 Indian online pharmacies, same-composition alternatives and the cheapest prescription basket. SerpApi + Redis semantic cache + MCP server. API docs: https
SkillMITFew starsNo key
A comprehensive Model Context Protocol (MCP) server for advanced file system operations. This server provides structured file management capabilities including file operations, directory management, f
SkillMIT★ 2Few starsNo key
A powerful Model Context Protocol (MCP) server that provides unified search capabilities across multiple icon libraries with fuzzy search, intelligent caching, and comprehensive filtering options.
Node.jsMIT★ 7No key
openFDA FAERS pharmacovigilance MCP server: case search, ROR/PRR, MGPS/EBGM, stratified signal detection.
PythonMIT★ 1Few starsNo key
Agente de renegociação de dívidas com Claude no Amazon Bedrock AgentCore e Redis Cloud como camada de contexto: LangCache, Agent Memory, Context Retriever e busca híbrida
SkillMIT★ 1Few starsNo key
Sound Effects MCP server — FreeSound API wrapper. CC0 SFX search, download, tag, local cache. 5 operations.
PythonMIT★ 2Few starsNo key
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