milo-usage-forecaster
MCP server that predicts your monthly LLM spend from local Claude Code / Cursor / Codex logs. Forecasts end-of-month $, ranks spike drivers, warns before…
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milo-cost-auditor
MCP server that detects 60-80% waste in your LLM spend, suggests cheaper routing, generates LiteLLM configs. Free tier + paid tiers.
Librarian
A server to query Wikipedia and automatically fact-check information for any LLM with a compatible MCP client.
external-agents
Single MCP server that routes across multiple LLM providers for lower cost, fewer rate limits, and more available tokens.
Octomind
Open-source AI agent runtime CLI in Rust — MCP host with dynamic server registration, 48+ specialist agents, and 13+ LLM providers.
Universal Poison Armor
An open-source MCP security firewall that intercepts prompt injections, sybil attacks, and adversarial RAG data poisoning before it reaches the LLM.
CHAI pentest tool
Cyber Host Artificial Intelligence (C.H.A.I) is Autonomous penetration testing MCP (Model Context Protocol) server with an integrated AI decision engine…
Raysurfer Code Caching
MCP server for LLM output caching and reuse. Caches and retrieves code from prior AI agent executions, delivering cached outputs up to 30x faster.
MCPGoat
A deliberately vulnerable MCP server for hands-on penetration-testing practice — 26 challenges, 78 capture-the-flag flags, plus a victim-agent harness that…
Shrike Security
AI agent security scanner — protect LLM-powered apps from prompt injection, SQL injection, data exfiltration, and adversarial attacks via MCP.
chatmem
Local LLM chat history served over MCP. Embedded Postgres + pgvector, cross-tool memory, everything stays on your machine.
swag2mcp
Turn any OpenAPI/Swagger/Postman spec into an MCP server — give your LLM live access to any API.
ToolBooth
The MCP server that gives your LLM a trading account without giving it the keys to blow up your portfolio
hs-sql-agent
C# SQL Agent MCP server featuring raw SQL input, strict AST validation, and an embedded Admin UI. Eliminates LLM hallucinations and security risks across 6…
AIO.GEO
Structural AI Search Readiness MCP. Audit, dry-run fixes, rescore, doctor. No LLM rankings.
x402-vision-cropper
MCP server that lets AI agents crop screenshots to exact pixel regions before vision LLM inference, paying 0.0005 USDC per crop on Base L2 via x402 — no API…
Context Crumb
Compresses long files, prompt inputs, and MCP catalog descriptions into denser context for LLM agents while preserving the useful signal.
ADA Turbo — Agency OS & Pixel Office
Agency OS delivering 26 specialized AI roles over MCP with a real-time retro CRT Pixel Office visualizer and multi-provider live LLM workspace.
Reporecall
Zero-tool-call codebase intelligence for Claude Code and MCP clients. Automatically injects the right code context, functions, callers, and call chains, before…
Crawlinx
Free technical-SEO audit for AI agents — crawl a site, run 77 checks, get an LLM-ready report with a prioritized fix plan. No signup, no API key.
🤖 WhatsApp Agent
This project creates a LangGraph assistant using tool-calling supported by LLM, integrated with a local WhatsApp Mcp server for context-aware message…
Attestor
Audit-grade memory backbone for agent teams. Bi-temporal facts (event time + transaction time, with recall(as_of=...) replay), 6-step deterministic retrieval…
context-distill
context-distill is an MCP server that compresses noisy command output into precise, actionable summaries for LLM workflows. Use distill_batch for large logs…
Fetch (Mozilla Readability)
Integrates Mozilla's Readability algorithm to extract and transform webpage content into clean, LLM-optimized Markdown.