Connect your business data to any MCP client. AgenticBI agents find the right data, join across systems, run queries, build dashboards, generate reports, and automate analytics workflows. No SQL required.
Financial data infrastructure for AI agents. Connect to a startup's books to read live P&L and bank balances, review and reclassify transactions, manage the chart of accounts, and connect banking sources.
Real email and SMS for AI agents. Run a local mail server with disposable inboxes — agents send and receive real email, fetch verification codes, and drive a real inbox without going through any third-party email API.
Open-source AI teammates for your company. The self-hosted agent layer: build, run and govern AI agents on your own servers, models and rules. RAG, skills, a real browser, 4,700+ MCP servers and an API, with budgets, approvals and an audit trail. Apache-2.0, built on Pydantic AI.
Free VOP (Verified Output Protocol) verification for AI agent outputs — score any output 0-100 and get a PASS/PARTIAL/FAIL verdict. No account, no escrow, no financial transaction of any kind.
MCP server that enables AI tools to control local browser sessions for ChatGPT, Claude, and other AI services, supporting querying, navigation, file uploads, and artifact management.
Enables AI agents to read, search, draft, send and organize Gmail through scoped credentials, guardrails and signed webhooks or an event feed, with real-time notifications of new mail.
Enables agent-to-agent discovery and delegation via MCP, with tools for registering agents, discovering them by keyword matching, and delegating tasks over HTTP.
Enables AI coding agents to drive and inspect isolated app instances across web, iOS, and Android, with tools for reading screens, running interactions, and capturing screenshots or evidence.
MCP server for AgentMark. Exposes the full AgentMark API to AI editors: list traces and spans, manage datasets, write scores, run experiments, manage apps, deployments, environments, and annotation queues.
MCP server for AgentMinds collective intelligence platform, enabling AI agents to scan websites for security/SEO/performance issues, pull personalized recommendations, and share findings across the network.
An all-in-one Model Context Protocol (MCP) server that connects your coding AI to numerous databases, data warehouses, data pipelines, and cloud services, streamlining development workflow through seamless integrations.
Governs any stdio MCP server by interposing between the agent and the server, enforcing policy on every tools/call and refusing denied actions before they reach the upstream server.
Enables users to search and compare open-source AI agent tools by live GitHub activity, view tool details and alternatives, submit tools, check submission status, and find launch directories through an AI assistant.
A self-hosted, MIT-licensed MCP server that securely connects private documents and markdown files to LLMs. It provides a lightweight, local-first RAG infrastructure compatible with any MCP-enabled AI client or framework.
The AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.
Enables Codex and Claude Code sessions on the same Mac to discover each other and exchange messages, questions, findings, and coordination through their native transports, with external storage and read receipts.
Enables AI agents to manage phone numbers, send/receive SMS, and place voice calls through natural language, connecting to the phone network via the AgentPhone API.
Sources observed 2026-10-24–2026-10-26. Listings can overlap across sources. Groups are identity candidates; setup eligibility is not a successful connection test.
Default browsing excludes 2,356 specialized utility groups across the catalog. They remain available through keyword search and direct links. This editorial filter does not change the indexed totals or establish publisher quality.
Categories currently cover records matched to our reviewed catalog; other listings remain Uncategorized. Source-only projects have no generated connection option. Browse reviewed official MCPs →
Glama connectors
API result set; pagination may cap at approximately 1,000 connectors. Not exhaustive.
Glama source code
Complete chronological source-code catalog response; includes source-reported author classifications, not publisher attestations or ready-to-use endpoints.
Official MCP Registry
Complete paginated registry response; registry membership is not publisher verification.
Claude connector directory
Public Claude connector directory MCP components; desktop extensions excluded. Source tiers are not publisher attestations. Transport and external-client access are not established.
API Tracker · publisher documentation
Publisher-documented remote presets and local servers reviewed by API Tracker. Discoverability does not establish connection readiness.
slack-directory
Reviewed additions discovered through the public Slack Marketplace MCP category. Complete discovery inventory is retained separately; membership does not prove external-client compatibility.
Listings are grouped by exact public endpoints, exact package sets, or explicit reviewed identity bindings. Shared names or repositories alone do not merge implementations. Official includes publisher evidence and accepted source author classifications. It does not mean independently verified, runtime-tested or security-certified.