42,932 MCP Servers, Scored and Updated Daily

Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.

Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemium.

Celestia network intelligence for AI agents: daily analysis, anomaly signals and DA metrics.

Multi-step web research with citations via Perplexity's Agent API. Standard library only.

MCP server for Malcolm (Zeek/Suricata/Arkime/OpenSearch): threat-hunting access for AI agents

Grade an AI agent's transcripts on 18 reliability tests. Thin evidence is NOT TESTED, not guessed.

Build agents to automate any background task. Works with your ChatGPT/Claude subscription.

Local AES-256-GCM vault for AI agents. Secrets stay local, LLMs never see real API keys.

Evidence-backed, explainable persistent memory for MCP-compatible AI agents.

AI agent governance with resolved business context, current decisions, provenance, and supersession.

Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MCP, 24 tools.

Knowledge-graph memory server for AI tools via MCP

Local stdio MCP for OpenAI-compatible and Gemini image generation, editing, and model fallback.

Sklarstad LLC's products for AI assistants: FirstTake, video production from shoot to master.

MCP Server for iTerminal SSH Connection Manager - Control SSH servers through Claude.

Cold email API for AI agents: connect mailboxes, warm up, run campaigns and handle replies.

Live Google + public LinkedIn data: search, maps, profiles, companies, jobs. Pay only for results.

Local Talkform schemas, bundled interview templates, and config validation for AI agents.

ClickHouse query & management for AI agents — SQL-classified read/write/destructive gating.

Linters check your code. Invigil checks whether your repo is legible — to newcomers and AI agents.