AI & Agents MCP Servers

Self-hosted MCP server: sandboxed browser, desktop, vision, code-edit packs for any agent.

Context optimization for LLM agents: tool registry, result masking, budgeting, compaction.

Discover verified AI inference nodes, get the best node+model per task, pre-price chains.

Verify AI work against criteria and get signed receipts. From Spoolis, guarantees for AI work.

Fixes the names and jargon speech-to-text gets wrong before your agent acts on a dictated prompt.

AI spend calculator + optimizer — unified cost report across vendors

A Model Context Protocol (MCP) server that provides access to multiple Large Language Model (LLM) APIs including ChatGPT, Claude, DeepSeek

Reversibly compress tool outputs to recoverable handles; expand to exact original bytes on demand.

Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.

Developer assessment/setup MCP; admitted Once boundaries protect writes, not sibling connectors.

Browse and discover the public three.ws agent marketplace and skills catalog. Read-only.

Decision learning for AI agent actions. Evaluate, score, decide, and learn from outcomes.

Render themed charts as hosted URLs. Embed in markdown, emails, and Slack. Hosted MCP, zero setup.

A MCP server for get deepseek COT

Verify that an agent's claimed outcome actually happened, using independently gathered evidence

AI Agent Guardrails MCP server - security layer

High-performance, modular MCP v2 server with safe profiles, worker pool, caching, and stdio.

MCP instruction indexing server with search, CRUD, validation, and cross-repo knowledge promotion.

Recovers malformed LLM JSON. MCP build: 218/300 on MALFORMED-300 (library build 282/300).

Discover Kavel's AI photo/video generators, get tuned prompts, and open the right tool on kavel.ai.

Agent reasoning, memory, and token-optimized context for AI applications.