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Indexes project source files into a local Zvec vector database and provides semantic search through MCP tools, enabling natural-language queries over code.

Local MCP server for TOCOnline accounting/invoicing API that enables AI assistants to manage customers, products, sales documents, and call arbitrary endpoints via natural language after OAuth login.

Enables managing Corpay One accounts-payable workflows including expense listing, coding, and policy-controlled writes, with read-only defaults and audit logging.

Genuinely-reusable MCP-server toolkit for the broberg.ai fleet: composable transports (stdio + Streamable-HTTP + SSE), composable auth (static Bearer, hashed 3-tier, OAuth 2.1 PKCE), and one typed defineTool registry (kind write-guard + per-tool scopes +

MCP server for GitLab API integration - read repositories, commits, merge requests and comments

Agent Relay MCP client — end-to-end encrypted messaging for AI agents

MCP server for the Spartan Angular UI ecosystem — component discovery, source code, installation commands, and project context

Model Context Protocol server for CogniLead — exposes draft_pitch, score_signal, ingest_lead, run_campaign, suppress, and evidence_export tools to Cursor, Claude Desktop, Windsurf.

MCP server for browser automation — an in-page inspector overlay plus programmatic page control via Playwright.

Pi package for agent-assisted electronics/PCB image inventory with Cloudflare Workers AI vision and datasheet enrichment.

MCP Server for OpenL Studio Rules Management System

Self-hosted git-native knowledge base with an MCP endpoint your AI reads, writes and rewinds

Universal Gateway Adapter for MCP servers. Serverless, edge-native, AI agent ready.

Read-only A2Me family context tools for AI assistants (members, dates, activity, relationships)

Deterministic signed verification of numeric & financial claims for AI agents & spreadsheets.

Generate a production-ready docker-compose.yml for a multi-service infrastructure stack — messaging (Kafka/ZooKeeper, RabbitMQ, NATS), object storage (MinIO), search (Elasticsearch/OpenSearch), databa

Audit-ready bus reliability investigations from MTA, NYC Open Data, 311, and optional vision evidence.

MCP server for Clearvo — submit invoices, calculate tax, validate tax numbers via Claude Code, Cursor, or any MCP-compatible AI tool

See the [Build an MCP server](https://modelcontextprotocol.io/docs/develop/build-server) tutorial for more information.