MCP servers for Gemini CLI

ADCIRC model configuration debugging, parameter lookup, and validation

MCP Server for interacting with Azure Devops (ADO)

MCP server for Adobe Target — manage A/B and XT activities via the Adobe Target Admin API with automatic IMS OAuth token handling

MCP server that auto-generates Architecture Decision Records from Claude Code conversations using Claude Opus

Setup wizard and doctor command for ads-mcp.

AEGIS MCP server — route web requests through privacy nodes from any AI agent

MCP Server that dynamically exposes OpenAPI/Swagger specifications as tools for MCP clients

Provider-neutral MCP server for AgentDispatch.

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

MCP server providing persistent cross-session memory for AI agents — store, recall, search, and summarize memories across agent boundaries

MCP server for managing long-running agent tasks with MongoDB, SQLite, or JSON file storage

MCP (Model Context Protocol) server for managing Agent Jobs in the AI Connect platform. Developed by AI Connect - Advanced AI automation

Structured observability for AI agents. Trace steps, decisions, and errors. MCP server + CLI viewer.

Trust scoring for AI agents. Investigate, verify, and compare agent trustworthiness through MCP.

Model Context Protocol (MCP) server for AgentStandard — browse and install certified AI agent packages

MCP server for Alliance of Genome Resources - access genomics data across model organisms

Enhanced Alliance of Genome Resources MCP Server - High-performance JavaScript implementation with Node v23 compatibility

MCP server providing Chinese A-share stock market data — pure TypeScript, zero Python dependency

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

AIBus Google MCP — Gmail + Calendar + Drive (100 tools). One command to install, one command to auth.

Sector impact of Indian financial events as structured JSON, from a hosted API. Needs an API key.