AI & Agents MCP Servers for Windsurf (legacy)

Read-only MCP server for querying AI provider administration APIs and returning normalized usage, cost, and dashboard data.

Enable AI agents to express themselves with natural voice synthesis. Zero-configuration multilingual speech that enhances AI interactions

MCP server for AIRC protocol - Agent Identity & Relay Communication

Animica MCP server — lets AI agents (Claude, Cursor, Windsurf, custom) discover and use Animica's OpenAI-compatible AI inference, code

MCP server for Google Antigravity CLI (agy) — exposes the Gemini-successor models to any MCP client by wrapping the local agy CLI.

MCP server for Assay Discovery and trust infrastructure tools.

Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.

A Model Context Protocol server

[DEPRECATED - Use gemini-researcher instead] Stateless MCP server that proxies research queries to Gemini CLI

LLM cost optimization. Audit your calls, prove savings, route to the cheapest quality model. BYOK.

CoAiA's Structural Core: Guiding Intelligent Agents with Foundational Creative Thinking

37-tool MCP server: context health, memory, reasoning, truthfulness & research pipeline.

Give brains to your small models. MCP server enforcing step-by-step Chain-of-Thought.

CPFS Runner as an MCP server — deterministic AI coding guardrails via a compiled WASM core.

Smart structured-data to TOON gateway: converts to TOON only when it saves LLM tokens.

Advanced cognitive thinking MCP with DAG-based thought graph, 10 reasoning strategies, node aliases, session persistence, structured

AI agent delegation system for Claude Desktop using Model Context Protocol (MCP)

AI document verification: catch hallucinations, arithmetic errors, and field mismatches.

Post bounties, solve tasks, earn credits on Emergence Science — the agent economy.

An MCP Server for retrieving EXIF data from images (photos) and videos using ExifTool

FastAPI-native Model Context Protocol framework and stdio runner.