REPL MCP Server
A universal REPL session manager supporting Python, Node.js, Ruby, and more, with session management and LLM-assisted recovery.
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Recent Go MCP Server
Provides Go language updates and best practices in a structured Markdown format for LLM coding agents.
WhichModel
Cost-optimised LLM model routing for autonomous agents
PromptThrift MCP
Smart token compression for LLM apps. Save 70-90% on API costs with Gemma 4 local compression, multi-model cost tracking, and intelligent model routing.
Penqwin
Cut LLM Token Costs by Routing Code Context
Ummon
The semantic layer for software engineering: Connect code to meaning, build on understanding
Atlas Docs
Access technical documentation for libraries and frameworks, formatted in clean markdown for LLM consumption.
Git Commit Message Generator
Generates Conventional Commits style commit messages using LLM providers like DeepSeek and Groq.
WordPress Dev Docs
Access WordPress development rules and best practices from the WordPress LLM Rules repository.
Cucumber Studio
Provides LLM access to the Cucumber Studio testing platform for managing and executing tests.
Qwen-Agent
A framework for developing LLM applications with capabilities like tool usage, planning, and memory, based on the Qwen model.
dekko
fast, offline, dependency-free static code map generator and codebase indexer for LLM coding agents.
goose
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
conKurrence
AI evaluation toolkit — measure inter-rater agreement (Fleiss' κ, Kendall's W) across multiple LLM providers
Arkheia Hallucination Detection
Detect fabrication and hallucination in any LLM output. Score responses from GPT-4o, Claude, Gemini, Llama and 30+ models. Free tier included.
AST2LLM for Go
An AST-powered tool that enhances LLM context by automatically injecting relevant Go code structures into prompts.
cxpak
Spends CPU cycles so you don't spend tokens. The LLM gets a briefing packet instead of a flashlight in a dark room.
OrcaRouter
Browse 160+ LLM models with live pricing (no API key needed) and route chat completions through the OrcaRouter gateway.
GitPrism
GitPrism is a fast, token-efficient, stateless pipeline that converts public GitHub repositories into LLM-ready Markdown.
Knowledge Graph
A knowledge graph-driven persistent memory layer for coding agents and LLM workflows.
Houtini LM
Delegate bounded work from Claude to any OpenAI-compatible LLM endpoint (LM Studio, Ollama, OpenRouter), preserving your Claude context and quota.
tokentoll
Scan codebases for LLM API calls and estimate monthly costs. Compare costs between git refs to catch cost regressions during code review.
Data Structure Protocol (DSP)
Graph-based long-term memory skill for AI (LLM) coding agents — faster context, fewer tokens, safer refactors
llmprobe
Probe LLM API endpoints and report health metrics including time to first token, latency, and throughput. Check single models or run full config-based health…