AI & Agents MCP Servers for Perplexity

IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.

Generate complete, tested FastMCP 3.x MCP servers from one plain-English sentence.

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

Wall-clock awareness for LLM agents. Two tools: elapsed-time-between-turns + day rollover detection.

Advisory detectors for rumination, hyperfocus, and sycophancy. Never silently blocks.

Reversible context compression for AI agents: cut token usage up to 94%, originals retrievable

AI agent observability with deterministic record/replay for debugging agent failures.

An MCP server that provides a smart proxy to other mcp servers

MCP server for summarizer ai. Features summarize text, extract key points, generate abstract. From

Settlement protocol for AI agent swarms — hash-chained ledger, trust, 48 blueprints, 18 tools

MCP server combining systematic thinking, mental models, debugging approaches, and stochastic algorithms for comprehensive cognitive

Extended reasoning with structured processes, persistence, and workflow guidance

AI-powered translator pro ai MCP server for agents. Supports translate text, detect language

Checks what an agent did NOT read. Coverage over a retrieval step or a folder.

Trust scores & reputation for the agent-to-agent economy. Verify A2A counterparties.

MCP server for spawning Claude Code agents in cloned repos — branch your agents

Inject, parse, and strip [N] citation markers in RAG outputs.

Claude Code token usage, cost, and plan limits from local logs and Anthropic's usage API.

GeraClone MCP — discover expert clones, check operator's clone status, start expert chats (consent).

GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (70/30 rev-share).

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