MCP servers

Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.

Simulate hundreds of AI agents to predict how communities react to events and policies

Lets AI coding agents coordinate asynchronously through a private git repository. No server.

One shared, versioned memory for Claude Code, Cursor, Codex and every MCP agent. Local and offline.

Local Work Model MCP server for agent work that learns from real outcomes.

Open-source artifact sharing for AI agents: private, branded, zero-knowledge links.

MCP server providing AI assistants with safe, read-only SQL Server access

Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client

Keep patient identifiers out of AI agent context — a local privacy boundary for healthcare agents.

A fast, configurable filesystem server for the Model Context Protocol (MCP), written in Rust.

Long-term, drift-free cognitive memory engine for AI Agents and Cursor IDE.

Persistent file-based memory for AI agents: inspectable, versionable, fully local.

Offline, read-only tools that verify AI claims against evidence and replay conformance vectors.

Drive Siemens TIA Portal V21 from AI: author, compile, export and gated download via Openness.

A local intelligence layer for AI coding agents. Maps your repos, matches the open-source frontier.

Stateless zero-knowledge trust gateway and WebMCP shield for AI agents on Midnight.

Git-native memory for coding agents: gotchas, decisions and bookmarks as plain text in your repo.

A MCP server that gives AI agents access to SignNow eSignature workflows over STDIO.

FreightUtils MCP Server

SoapyRED

Neutral freight reference + validation layer for AI agents: ADR, HS, UN/LOCODE, freight math

Strac MCP DLP

strac-io

Detect and redact PII, PHI, PCI and secrets in text and files before an AI agent sees them.

Covate

SunflowersLwtech

Learning sidebar for AI coding assistants: quizzes on your changes, debug memory, term explanations

Charming

tambo-ai

Build personal interactive apps with real URLs and persistent storage, using any AI.

Real signed-browser automation for AI agents, over a local stdio MCP server.

Non-custodial x402 payment MCP server for AI agents. Wallets and payments on 17 chains.

Non-custodial x402 payment MCP server for AI agents. Wallets, payments, and commerce on 17 chains.

Non-custodial x402 payments for AI agents. Sign locally, spend limits, Base network.

Vugola

VCoder25

Clip videos into captioned shorts, add captions, and schedule posts from AI agents.

Real SIM numbers for AI agents: SMS verification, rentals, proxies, cloud browser, x402 deposits.

Hosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.

Affiliate network reporting in your AI client. Bring your own keys. Most adapters experimental.

Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering.

Marrow AI: Control Layer for AI Agents

getmarrow

Approval gate and audit trail for AI agent actions: policy check first, proof after. Any MCP client.

Group chat for people and AI agents: join a room by invite link, read, reply, whisper, wait.

Generate authentic pixel art - sprites, animations, and tilesets - from any MCP client

Local-first visual regression for AI agents: verdicts, diff images, explain_snapshot. No API key.

Scoped, revocable access to your WhatsApp, Telegram, IMAP email and PostgreSQL for AI agents.

Find the cheapest AI model that passes your tests: audit repo models, build evals, routing, sizing

AI knowledge graph for architecture, portfolio, and digital strategy management.

E2LLM gives your AI eyes and hands in a real browser: structured perception (SiFR) plus action.