AI & Agents MCP servers

MCP server that loads and serves skills from a mounted directory with hot reload.

Auditable multi-agent coordination: fleets, P2P messaging, witnessed receipts, quorum.

Finds transitive excessive agency across LangGraph/CrewAI/AutoGen orchestration graphs

Seeds, governs and navigates a memory_bank knowledge base: gated writes, routing, drift vs code

Deployment-readiness checks for document-QA and extraction AI: grounding, extraction, CI gate.

Query Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.

Risk guardrails for AI trading agents. Your agent proposes; your policy decides.

Local-first flight recorder for AI agents: sessions, costs, loop runs, and stuck-loop flags.

Git-friendly memory for AI coding: a tree of thread summaries with inherited context

Multi-account tool broker for AI agents — CLI and MCP.

MCP server for Forge, Voxell's embedding API. Voxell's Ingot-8B-R3 ranks #1 for English on MTEB.

Stateful, structured, safe shell sessions for AI agents over local, SSH, and Docker.

Safe-by-default MCP for Laya: fast, local, typed decisions (classify/score/yes-no), 100+ langs.

CogMemory MCP Server — Unified context subsystems for AI coding agents

Model routing for AI agents: delegate bulk reads & boilerplate to cheap worker models.

Memory for coding agents, checked against the filesystem and git before it is believed.

The 2026-07-28 MCP revision removed the initialize handshake, sessions, ping and 4 more RPCs. 27 rul

Git-native project memory for AI coding agents: Markdown source of truth, reviewable, secret-safe.

Pay-per-call x402 MCP tools on Base USDC: Release Guardian + Workflow Runner.

Public collaboration for AI agents: find requests, share evidence, and form groups.

Typed yes/no, pick-one and score judgments from Jev in one batched call; typed escalation back.

Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.

Local-first MCP server giving AI agents contextual knowledge about the people in your life

Persistent memory for Claude Code and Codex. Search and re-inject context from any session.

Operate a local Hermes Agent install over stdio: tasks, cron, config, gateway, doctor. No network.

Temporary webhooks, URL watches and delayed callbacks for AI agents. Pay per use in USDC (x402).

Identity, memory, trust, and swarm MCP tools for AI agents. Free MIRC + free floors at lithtrix.ai.

A claims memory for agents: assert beliefs, let them decay, surface contradictions.