"Android Studio Development Platform" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
CellMath is a governed AI memory and knowledge-cell MCP server designed to stop context bloat, unverified memory drift, and agent hallucinations. Instead of dumping raw, noisy RAG chunks into every turn, CellMath organizes persistent agent knowledge into structured, isolated Knowledge Cells with causal graph edges and strict write-time governance—keeping the full 3-tool MCP schema ultra-compact (~1,200 tokens). Core 3-Tool Pipeline: • vault_access — Read-only lookup, cell hydration, and graph edge traversal with strict zero-match silence (never fabricates context when no verified cell exists). • verify_safety — Preflight security and policy gate that blocks destructive or unsafe operations before execution. • vault_commit — Governed state mutation (store, update, causal edges, session checkpoints, and 4-tier purge) enforcing source provenance. Built for Claude, Cursor, ChatGPT, Gemini, and autonomous agents over Streamable HTTP.
Query your AI agents' traces, errors, cost and alerts in Rius, the agent observability platform.
Work with connected business profiles and available Google Maps publication workflows. Setup: In a remote MCP client that supports Streamable HTTP and OAuth, add https://platform.samuelz.com/api/v1/mcp/operator?toolset=maps. Sign in to Samuelz and select your authorized workspace. An active workspace membership and the relevant module permissions are required. Review the requested permissions before authorizing. Existing approval requirements continue to apply.
Twinr turns any website into native iOS and Android apps, and 50,000+ businesses have used it to launch on the App Store and Google Play. The Twinr MCP server brings your app into the AI tools you already work in. Connect Claude, ChatGPT, Cursor, Lovable or any MCP client to your Twinr account, and run your app by asking: check on builds, refresh your branding and start new builds, without opening the dashboard.
Design a data model, metrics and dashboards; generate realistic data and check known answers.
20 blogging, brand-voice, copywriting, video and social skill products. 6 of 8 free.
Schedule and publish posts to TikTok, Instagram, YouTube, LinkedIn and more from any AI agent. Connect your social accounts once, then let Claude, ChatGPT or any MCP client create, schedule, edit and review posts across every platform. Upload images and videos to your media library and attach them to posts. Signs in with OAuth; HubPost never sees your passwords. Also available in the [Claude directory](https://claude.ai/directory/hubpost) and as a [ChatGPT app](https://chatgpt.com/plugins/plugin_asdk_app_6ab141477a708191a7c5f68714ee7c39). Setup guide: [hubpost.co/mcp](https://hubpost.co/mcp?utm_source=glama&utm_medium=mcp-directory).
Fleet entry point: 22 hosted MCP servers, 160 tools, 110 free. Searches 138 agent skills.
Work with communication cases, clarification requests and prepared replies through the existing workflow. Setup: In a remote MCP client that supports Streamable HTTP and OAuth, add https://platform.samuelz.com/api/v1/mcp/operator?toolset=communications. Sign in to Samuelz and select your authorized workspace. An active workspace membership and the relevant module permissions are required. Review the requested permissions before authorizing. Existing approval requirements continue to apply.
Pixieset MCP server for ChatGPT, Claude and any AI agent: create gallery, upload photos, send invoice, list bookings and add client in your own Pixieset account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to Pixieset yourself; Cotlet does not store your password and you need no Pixieset API key. About the official Pixieset API: Pixieset has no public API, no webhooks and no Zapier app (checked 11 Oct 2026). Its Apps & Plugins page lists the Lightroom plugin, the Studio Manager mobile app and Photo Editor, and no developer program. Setup and FAQ: https://cotlet.dev/integrations/pixieset-api-mcp-server
Load testing and synthetic monitoring platform: test with Playwright, Browser Bot, or Protocol Bots.
Cloud Android phones for AI agents: give phones a task in plain words and get the answer
Ethora chat platform MCP: apps, users, rooms, AI agents, chat widgets. Hosted or stdio.
Token counts, contrast, time zones, cron, JSON repair, DMARC, packages, Unicode, links, quotes
Atomic AGI is an agentic marketing platform for AI search optimization: SEO and AI search analytics, visibility tracking, content and entity strategy, brand reputation, technical and Agent Experience (AX) audits, and execution through AI agents, content workflows and MCP. Built by Omnius, a B2B SEO & AI search optimization (AEO/GEO) agency for SaaS, Fintech and AI. https://www.atomicagi.com
Mariana Tek MCP server for ChatGPT, Claude and any AI agent: list classes, book reservation, cancel reservation, find customer and add class credits in your own Mariana Tek account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to Mariana Tek yourself; Cotlet does not store your password and you need no Mariana Tek API key. About the official Mariana Tek API: Yes, but gated: Mariana Tek has APIs (Customer, Studio, Admin, Webhooks and more), and credentials go only to integration partners who sign the Developer Tools Terms of Service and to developers working with a single studio, with the studio owner included in the request; no official MCP server exists (checked 11 Oct 2026). A technical review of about 1 to 3 weeks may follow, and reporting data and Stripe data are not available through the API. Setup and FAQ: https://cotlet.dev/integrations/mariana-tek-api-mcp-server
Riverside MCP server for ChatGPT, Claude and any AI agent: create studio, schedule session, invite guest and download recording in your own Riverside account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to Riverside yourself; Cotlet does not store your password and you need no Riverside API key. About the official Riverside API: Riverside has a Business API for select Business accounts only, with a key from your customer success manager, and it mostly gets or deletes recordings and lists scheduled events (checked 11 Oct 2026). Its official MCP server (beta, Grow, Webinar and Business plans) searches, edits and posts clips, but cannot schedule sessions or invite guests. Setup and FAQ: https://cotlet.dev/integrations/riverside-api-mcp-server
Phorest MCP server for ChatGPT, Claude and any AI agent: book appointment, reschedule appointment, list clients, find free slots and add client note in your own Phorest account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to Phorest yourself; Cotlet does not store your password and you need no Phorest API key. About the official Phorest API: Phorest has an API, but credentials come only through Phorest Support with your account number, and Phorest says integration needs your own development team (checked 8 Nov 2026). It has no webhooks and no official MCP server. Setup and FAQ: https://cotlet.dev/integrations/phorest-api-mcp-server
Read-only connector: ask your AI about construction and ad-platform data. It never writes.
NSW DAs, CDCs and property planning reports: zoning, height, FSR, nearby DAs. Pay per call via x402.
Zen Planner MCP server for ChatGPT, Claude and any AI agent: list members, book class, record attendance, enroll in membership and list failed payments in your own Zen Planner account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to Zen Planner yourself; Cotlet does not store your password and you need no Zen Planner API key. About the official Zen Planner API: Yes, but only for partners: Zen Planner has an API on the Daxko Partners portal, and its docs say "Contact your Daxko sales representative to request access" (checked 11 Oct 2026). Studios cannot create a key themselves in Zen Planner Studio. Setup and FAQ: https://cotlet.dev/integrations/zen-planner-api-mcp-server
Thumbtack MCP server for ChatGPT, Claude and any AI agent: list leads, reply to lead, send quote, update weekly budget, list reviews and export past leads in your own Thumbtack account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to Thumbtack yourself; Cotlet does not store your password and you need no Thumbtack API key. About the official Thumbtack API: Thumbtack has an official Partner Platform API for leads (called negotiations), messages and reviews, but its docs are gated and access is by request for integration partners (checked 11 Oct 2026). A pro gets no API key for their own account. Setup and FAQ: https://cotlet.dev/integrations/thumbtack-api-mcp-server
Studio Ninja MCP server for ChatGPT, Claude and any AI agent: add lead, book job, send invoice, send contract and list overdue payments in your own Studio Ninja account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to Studio Ninja yourself; Cotlet does not store your password and you need no Studio Ninja API key. About the official Studio Ninja API: Studio Ninja publishes no public API, webhooks or Zapier app; it connects only to built-in partners such as Xero, QuickBooks, Stripe and Pic-Time (checked 8 Nov 2026). It has no official MCP server. Setup and FAQ: https://cotlet.dev/integrations/studio-ninja-api-mcp-server
SnelStart MCP server for ChatGPT, Claude and any AI agent: create sales invoice, add relation, book entry, list open items and upload document in your own SnelStart account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to SnelStart yourself; Cotlet does not store your password and you need no SnelStart API key. About the official SnelStart API: Yes, but it is gated (checked 14 Oct 2026). SnelStart has a B2B API for software partners: you request a connection, get a development key and portal access, and a production integration for several users needs certification, OAuth, a webhook URL and at least five named customers. Setup and FAQ: https://cotlet.dev/integrations/snelstart-api-mcp-server
PushPress MCP server for ChatGPT, Claude and any AI agent: list members, book class reservation, check in member, cancel reservation and update membership plan in your own PushPress account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to PushPress yourself; Cotlet does not store your password and you need no PushPress API key. About the official PushPress API: PushPress has a Platform API and an SDK that doubles as a local MCP server, both using an API key from Settings > Security & Access, but they are mostly read-only beyond creating customers and invitations (checked 11 Oct 2026). Booking, check-ins, plan changes and class cancellations are done by staff in Core. Setup and FAQ: https://cotlet.dev/integrations/pushpress-api-mcp-server
Deltabridge brings an AI-native cyber threat intelligence platform into your AI agent. Search a knowledge graph of 200,000+ threat actors, malware families, vulnerabilities, indicators and campaigns, mapped to MITRE ATT&CK. Look up and enrich IOCs, trace links between entities and read living briefs built from 300+ open sources. Read-only, scoped to your organisation, with OAuth sign-in or an API key. Included on Researcher, Business and Enterprise plans.
XMemo is a user-owned Memory OS for AI agents, providing a shared, persistent memory layer across AI assistants, IDEs, CLIs, tools, projects, and sessions. It enables ChatGPT, Claude, Codex, Cursor, Gemini, and other supported AI clients to access authorized long-term context without requiring users to repeatedly explain their preferences, project decisions, or previous work. Beyond basic memory storage and retrieval, XMemo supports semantic search, contextual recall, memory updates and corrections, source attribution, version history, project-scoped context, task tracking, and governed memory lifecycle management. Identity-aware access controls, scoped authorization, and memory isolation help users manage which agents and workflows can access their information. XMemo also provides advanced capabilities for structured knowledge, reusable procedures, and memory consolidation through its broader Memory OS platform. Connect through hosted MCP with OAuth or bearer-token authentication, or integrate directly through REST APIs and supported client tools. Memory remains available across authorized clients and sessions, with user-controlled access, export, and deletion. Website: https://xmemo.dev Documentation: https://xmemo.dev/docs
Porter Metrics is a hosted MCP server for marketing data. Connect Claude, ChatGPT, Cursor or any MCP client with one URL and sign in with your Porter account (OAuth). No API keys or Google Cloud project. Query live data from 30+ sources (Google Search Console, GA4, Google Ads, Meta Ads, TikTok, LinkedIn, Shopify, HubSpot and more), blend platforms into one view, build hosted reports with scheduled email, export to BigQuery, Sheets, Looker Studio or Power BI, and manage campaigns on the ad platforms. Free-forever plan available.
Trainerize MCP server for ChatGPT, Claude and any AI agent: list clients, assign program, message client, log body stats and schedule appointment in your own Trainerize account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to Trainerize yourself; Cotlet does not store your password and you need no Trainerize API key. About the official Trainerize API: Trainerize has an API, but only on Studio and Enterprise plans or with the paid FitMetrics add-on (checked 10 Oct 2026). Grow and Pro trainers get Zapier, not the API, and there is no public API reference. Setup and FAQ: https://cotlet.dev/integrations/trainerize-api-mcp-server
Spotify MCP server for ChatGPT, Claude and any AI agent: search songs and artists, list playlists, read playlist songs, create playlist, add songs to playlist, remove songs from playlist, set playlist public or private and save to Liked Songs in your own Spotify account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to Spotify yourself; Cotlet does not store your password and you need no Spotify API key. About the official Spotify API: Spotify has a full Web API and, since 23 Apr 2026, an official connector for Claude (checked 5 Nov 2026). The API needs an app you register, and in development mode the app owner must have Premium and the app allows 5 users; unlimited users need a registered business with at least 250,000 monthly users. Setup and FAQ: https://cotlet.dev/integrations/spotify-api-mcp-server
Mindbody MCP server for ChatGPT, Claude and any AI agent: list classes, get class roster, search clients, get client visits, list client contracts, book client into class, cancel client booking and add client in your own Mindbody account. Cotlet works in the account through your Cloud Browser, a real Chrome where you sign in to Mindbody yourself; Cotlet does not store your password and you need no Mindbody API key. About the official Mindbody API: Yes. Mindbody has a Public API v6, but it is for approved developers, each studio owner must activate access for their site, and it has no official MCP server (checked 5 Nov 2026). Setup and FAQ: https://cotlet.dev/integrations/mindbody-api-mcp-server
Review recorded business policies and their current approval boundaries. Setup: In a remote MCP client that supports Streamable HTTP and OAuth, add https://platform.samuelz.com/api/v1/mcp/operator?toolset=policy. Sign in to Samuelz and select your authorized workspace. An active workspace membership and the relevant module permissions are required. Review the requested permissions before authorizing. Existing approval requirements continue to apply.
Every EmpirioLabs model and platform feature as tools: chat, media, search, jobs, GPU Cloud, agents.
Arsen is a human risk management platform that enables security teams to assess employee exposure through advanced phishing, voice phishing, and deepfake simulations, and strengthen their resilience with adaptive cybersecurity awareness training. Arsen MCP connects your Arsen platform to your preferred AI assistant, including Claude, ChatGPT, and any MCP-compatible assistant. With Arsen MCP, you can: 1. Build and launch campaigns. Let your AI assistant prepare phishing simulation campaigns and cybersecurity awareness programs, then launch them with your approval. 2. Get actionable insights from your data. Ask questions in plain language and get answers based on your organization's actual data, including campaign results, click, compromise and reporting rates, phishing score trends, coverage, and teams that need attention. 3. Manage multiple client organizations. Give MSSPs the ability to query and work across every client organization they manage, from a single AI assistant. Secure by design. Users authenticate with their Arsen account (SSO and MFA supported), and every request is governed by their existing Arsen permissions.
Work with marketing activity and available campaign data in your connected workspace. Setup: In a remote MCP client that supports Streamable HTTP and OAuth, add https://platform.samuelz.com/api/v1/mcp/operator?toolset=marketing. Sign in to Samuelz and select your authorized workspace. An active workspace membership and the relevant module permissions are required. Review the requested permissions before authorizing. Existing approval requirements continue to apply.
Connect CNAPS Studio to Claude or ChatGPT, then just say what you want. "Upscale this photo 4x" or "remove the background and make it a short video". It picks the models, builds the flow, runs it, and gives you the file back in the same chat. 80+ AI models and 80+ tools for image, video and audio. Sign in with your CNAPS account (OAuth), no API key needed. n8n and Zapier work too. Setup guide: https://docs.cnaps.ai/ai-assistant
Minds is a synthetic market research platform. This MCP server lets ChatGPT, Claude, and Cursor build Audiences from a brief, run durable Studies and Question Blocks, compare segments, and export results. OAuth 2.1 or Minds API key.
Sprout Studio puts a photography lead, shoot and client paperwork in one business workflow.
Preview Google Search, PMax, Display, YouTube, Meta and LinkedIn ad mockups in chat, no sign-in. Save one with a free account to get a share link your client can comment on.
