MCP servers for AI agents
Services AI agents can reach through MCP servers. Each listing shows what the agent needs and the sources behind it.
Services are ordered by documented operations, attributed reports and current documentation. Each card shows the interfaces a service offers; open it for access requirements and sources.
Categories · Tasks · Interfaces · How listings are checked
Xero
Xero is cloud accounting software for small businesses and their advisers. The Xero Accounting API reads and writes invoices, bills, contacts and other accounting data.
accounting · invoicing
MCP · Documentation checked: 2026-10-13API · Documentation checked: 2026-10-13Kooma
Kooma is an AI language and audio platform offering Bambara speech synthesis, transcription, and translation through its MCP server.
audio · speech synthesis · transcription · translation
MCP · Documentation checked: 2026-10-09CareerCorner
Career-search and coaching workspace with a hosted MCP connector for reviewing tracked jobs, job descriptions, and fit insights with an AI assistant.
career development · job search · mcp
MCP · Documentation checked: 2026-10-10Rybbit
Rybbit is a privacy-focused analytics service with a hosted MCP endpoint for reading site analytics.
analytics · mcp · api
MCP · Documentation checked: 2026-10-11CodeQR.io
A managed QR-code and short-link platform with a hosted MCP server for automating project links.
qr codes · short links · workflow automation · mcp
MCP · Documentation checked: 2026-10-11Tolgee
Tolgee is an app localization platform with a hosted developer MCP server for listing projects accessible to the authenticated user.
localization · Developer tools · mcp
MCP · Documentation checked: 2026-10-10AudioPod AI
AudioPod AI provides AI audio tools for music generation, text-to-speech, voice cloning, and transcription through its agent interfaces.
audio · music · speech
MCP · Documentation checked: 2026-10-09Beeper
Beeper Desktop exposes local chat-search tools to MCP-compatible clients, letting users search connected messaging chats from their own running desktop app.
Communications · Productivity and collaboration · Developer tools
MCP · Documentation checked: 2026-10-10Meilisearch
Meilisearch is a search engine with an organization-maintained MCP server for searching and managing a Meilisearch instance from an MCP-compatible client.
Developer tools · search · Databases
MCP · Documentation checked: 2026-10-10Deepnote
Connect AI agents to your Deepnote workspace via the Model Context Protocol.
data science · notebooks · Developer tools
MCP · Documentation checked: 2026-10-11Rootly
Rootly is an incident management platform. Its hosted Product MCP server exposes incident data, on-call schedules, similar past incidents, and incident actions to MCP-compatible clients.
Developer tools · business
MCP · Documentation checked: 2026-10-09Apatero
Apatero is a hosted AI creative studio with a documented Claude MCP connector and 20 studio tools; this path checks the connected account's remaining credits.
ai tools · creative · mcp
MCP · Documentation checked: 2026-10-11AudioMap
AudioMap provides a hosted MCP server for searching and working with a user's transcribed voice notes, recordings and related audio content.
audio transcription · voice notes · MCP
MCP · Documentation checked: 2026-10-10GovInfo
The GovInfo API provides programmatic access to official U.S. Government publication content and metadata; its Search Service returns results similar to the GovInfo user interface.
Public data
API · Documentation checked: 2026-10-05MCP · Documentation checked: 2026-10-06Canva
A visual design and publishing application for creating designs and managing design-related assets and workflows.
Content management
CLI · Documentation checked: 2026-10-06API · Documentation checked: 2026-10-05MCP · Documentation checked: 2026-10-06MCP · Documentation checked: 2026-10-06AppSignal
AppSignal provides application monitoring and exposes monitoring data and controls to agents through its hosted MCP server.
Observability · monitoring · Developer tools
MCP · Documentation checked: 2026-10-12ZoningVerdict
ZoningVerdict summarizes public municipal zoning regulations with ordinance citations. Its MCP interface includes a free, keyless municipality-list read.
real estate · zoning data · local government · mcp
MCP · Documentation checked: 2026-10-11Kifly
A commerce network with an open agent interface for searching participating sellers’ product catalogs and then, separately, building carts and payment links.
e-commerce · shopping · Developer tools
MCP · Documentation checked: 2026-10-11Whisky Hunter
Read-only whisky auction and distillery data through an authenticated MCP server.
food and drink · market data · mcp
MCP · Documentation checked: 2026-10-09AFMR — Agent Failure Mode Registry
AFMR provides a scoped, versioned vocabulary and discovery surface for governance failure-mode identification, conformance assessment, and reputation provenance.
governance · MCP · registry
MCP · Documentation checked: 2026-10-10VineVerse
A Bible knowledge graph with a public MCP server and keyless REST API for Scripture passages, cross-references, people, places, themes, and source texts.
Research and knowledge · Research and knowledge · knowledge-graph
MCP · Documentation checked: 2026-10-09Firebase
Google’s application development platform with hosting, authentication, databases, functions, and management tools for web and mobile applications.
Developer tools · Databases · Hosting and deployment
API · Documentation checked: 2026-10-13API · Documentation checked: 2026-10-13CLI · Documentation checked: 2026-10-06API · Documentation checked: 2026-10-13API · Documentation checked: 2026-10-06MCP · Documentation checked: 2026-10-06MerchantFlow
MerchantFlow provides profitability analytics for Shopify and WooCommerce merchants, with an MCP server for reading store P&L, revenue, expenses, ads, products and other connected-store data.
Commerce · analytics · Finance and economic data · mcp
MCP · Documentation checked: 2026-10-11AddCal
Calendar and event management service with a hosted MCP interface for searching a team’s calendars, collections, events and RSVP responses.
calendar · event management · mcp
MCP · Documentation checked: 2026-10-10