The tools agents can call
54,855 public listings across seven major directories and registries, each with its source and history. Listings, not integrations: one product can be listed in several. 14,036 more from bulk publishers wait for review.
SmitheryFlaut.Travel
andrewdymov
Flight search, airfare analytics, flexible destination discovery and airport insights
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SmitheryFleetQ
escapeboy
**AI Agent Mission Control** — orchestrate AI agents, experiments, workflows, crews, and more through 200+ MCP tools across 31 domains. ## Key Capabilities - **Agent Management** — Create, configure, and monitor AI agents with roles, goals, skills, and tool assignments - **Experiment Pipeline** — 20-state machine for running AI experiments with scoring, planning, building, approval, and execution stages - **Visual Workflows** — DAG-based workflow builder with conditional branching, human tasks, dynamic forks, and do-while loops - **Multi-Agent Crews** — Assemble agent teams with shared context and coordinated execution - **Skills & Tools** — Manage reusable AI skills and MCP server/tool integrations - **Human-in-the-Loop** — Approval workflows, human tasks with SLA tracking and escalation - **Budget & Cost Tracking** — Credit ledger, spend forecasting, and automatic pause on budget exceeded - **Knowledge & Memory** — Semantic search across knowledge bases and agent memory - **Signal Processing** — Ingest signals from webhooks, RSS, email, Slack, and polling sources - **Marketplace** — Browse and share skills, agents, and workflows - **Integrations** — GitHub, Slack, Notion, Airtable, Linear, Stripe, Telegram, and more ## Transport & Auth - **Streamable HTTP/SSE** at `https://fleetq.net/mcp` - **OAuth 2.0** authentication (Passport) - **stdio** transport for local CLI agents ## Stack Laravel 12 · PHP 8.4 · PostgreSQL 17 · Redis 7 · Self-hosted · Open-source (AGPL-3.0) [GitHub](https://github.com/escapeboy/agent-fleet-o) · [Website](https://fleetq.net)
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SmitheryFlevy
support-i3bt
Search Flevy's marketplace of 10,000+ consulting frameworks, PowerPoint templates, Excel financial models, and management case studies, with slide-by-slide document previews and management topic overviews. Documents are authored by management consultants, many former consultants of top-tier firms (McKinsey, BCG, Deloitte, Bain, EY). Five read-only tools: search_content, get_content_details, get_slide_deep_dive, get_topic_details, list_topics. Free, unauthenticated, Streamable HTTP. Docs: https://flevy.com/mcp
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Smitheryflexorch-mcp
developer-ty82
Convert unstructured business documents (PDF, DOCX, invoices, contracts, payroll sheets) into structured, LLM-ready datasets with automatic classification, field extraction, PII masking, and quality scoring. **6 async tools:** - `process_document` — submit document for processing - `get_job_status` — poll until complete - `get_extraction_result` — read structured fields + quality grade - `build_dataset` — package records into a named dataset - `export_dataset` — download as JSONL, RAG, CSV, or Markdown - `search_documents` — keyword + semantic search across datasets **Requires:** FlexOrch API key — get one at [app.flexorch.com/settings](https://app.flexorch.com/settings)
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SmitheryFlicker: Crypto, stocks & FX portfolio + analysis for AI agents
flicker
Flicker connects your AI assistant to your real trading life. Link your exchange accounts once at flicker.finance and ask plain questions about your open positions, trade history, balances and margin across every connected venue — Binance, OKX, Bybit, BloFin, Hyperliquid, BingX and more. Portfolio (your data, read-only) — portfolio summary with unrealized/daily/weekly PnL, exposure and margin usage; per-position detail (entry, size, leverage, liquidation, funding); open orders; fills with fees and realized PnL; spot balances; connection status. Position analysis — assess an open position against Flicker's published analysis zones: is the idea intact or invalidated, unrealized R and remaining R:R, stop placement, liquidation-before-stop, obstacles to each target, time held vs horizon. Descriptive only — it never tells you what to do. Markets — prices, asset search, top movers, market overview, sentiment and fear/greed, screener, trading signals and per-asset analysis, funding rates across exchanges, exchange volume/open-interest detail, headlines. Personal setup — watchlist, price/RSI/breakout/zone alerts, notification preferences, notes and visibility on your shareable profile. Also the Pilot bot's track record for eligible users. Flicker does not place, modify or cancel orders, and holds no withdrawal permissions. Requires a free Flicker account; some analysis timeframes and Pilot data require Pro.
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SmitheryFlight Agent Matrix
InfoseekAI
Search Google, Skyscanner, Skiplagged, Booking.com in real time. Get the mcp server details at - https://Infoseek.ai/u
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SmitheryFlight History and Aircraft routes
flightdb
### FlightDB (`flightdb`) - **URL:** https://flightdb.org - **What it does:** **Aircraft registration** directory and **historical flight** records — search by registration, route, airport; aircraft-centric analytics (flights by year, distance buckets, destination countries, airport visits, stay duration). - **Public features:** - Flight and aircraft search, `/flight/directory` - Aircraft detail: `/flight/[aircraftId]` - Airport browse: `/airport`, `/airport/[code]` - **MCP:** https://flightdb.org/mcp — tools such as `Flight_list_aircraft`, `Flight_get_aircraft_detail`, `Flight_list_flights`, `Flight_flights_by_year`, `Flight_flights_by_distance`, `Flight_flights_by_country`, `Flight_airport_visits`, `Flight_visit_history`, `Flight_get_airport` - **Data models:** `AircraftList`, `Aircraft`, `Flight`, `Airport`
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SmitheryFlightFinder Aviation Safety Data
disclaimer8
Read-only access to a merged aviation-safety corpus: **164,068 accident narratives** aggregated from **128 official investigation authorities** — the NTSB, ATSB, AAIB, BEA, MAK and dozens of national agencies — deduplicated into one occurrence-level dataset with derived aircraft-family analytics. Also included, as US-government public-domain datasets: FAA wildlife strikes (351,016 records, 1990–2026), FAA reported laser incidents (54,722) and FAA drone sightings, each with global aggregates plus per-airport, per-species and per-US-state breakdowns. Airport reference data comes from OurAirports (CC0). **No key, no configuration.** Every tool answers at the keyless tier (100 requests/day/IP); a free key at [himaxym.com/developers](https://himaxym.com/developers) raises that to 1,000/day. **Tools:** `search_accidents`, `get_accident`, `get_narrative`, `aircraft_safety`, `list_sources`, `airport_reference`, `wildlife_strikes`, `laser_incidents`, `drone_sightings`. **Licensing:** facts and merged/derived data are always returned in full. Narrative text is full for open-licensed sources (CC, OGL, Licence Ouverte/Etalab, public domain) and an ~300-character excerpt plus a deep link otherwise — `list_sources` carries the policy per source. Every record carries its source, attribution and licence; show them when you repeat anything.
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SmitheryFlightRadar
Cyreslab-AI
Access real-time flight tracking and status information effortlessly. Get detailed flight data, search for flights by various criteria, and receive human-readable status summaries with ease.
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SmitheryFlightSeatMap
jackculpan
Seat maps, seat ratings, traveller reviews and seat alerts for 117 airlines. Find the best seat on any flight. Six of the ten tools need no account. Live flight search and seat alerts need a signed-in FlightSeatMap account (OAuth). Docs: https://flightseatmap.com/mcp
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Smitheryflipintel
esramirez
Use these tools to answer business questions about ebay sales performance, product rankings, and fee impact. You can even create bundles based on active listings! Always present numbers with context — compare to prior periods when possible and surface the 'so what'. FlipIntel the tool for ebay sellers!
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SmitheryFlipvo Agent Tools
flipvollc
Pay-per-call data tools for AI agents, $0.01-$0.05 a call, paid in-band with x402 (USDC on Base): no account, no API key. Contractor license verify and search (CA, FL, OR, TX, VA, WA), business entity lookup (CO, CT, FL, NY, OR), IRS nonprofit verify, OFAC sanctions screen, HHS-OIG exclusions screen, FMCSA motor carrier lookup, OSHA safety history, drive time and distance matrix, nearest airports. Each tool answers an unpaid call with its x402 price; pay and call again with _meta["x402/payment"]. No x402 client: pay the http_fallback URL over HTTP (x402 or Stripe MPP).
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SmitheryFloatout
floatout
Read-only access to Floatout plans, launch guides and fee research for branded Hyperliquid perpetuals and prediction market DEXs. No API key required. Documentation: https://docs.floatout.xyz
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SmitheryFloors.live — Event Floor Plan & Seating Designer
ronp
Design event floor plans, manage guest lists, and run intelligent seating assignments — from your AI assistant. Floors.live is a professional 2D/3D event floor plan designer for weddings, conferences, galas, and corporate events. This server gives your assistant 40 tools covering the full planning workflow: - **Events** — create, update, list, and delete events - **Floor plans** — generate and edit venue layouts on a 2D canvas - **Canvas objects** — place round tables, banquet tables, stages, dance floors, bars, buffets, AV rigs, and walls - **Guests** — import guest lists, update details, and query them - **Groups** — organize guests into families, VIP tiers, and colleague groups - **Seating** — set constraints (seat together, same table, keep apart) and run intelligent auto-assignment - **Sharing** — generate view or edit links that clients open in a browser, plus an interactive 3D walkthrough **Setup:** create a free API key at [floors.live/profile](https://floors.live/profile) under "API Keys", then pass it as the `x-api-key` value.
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Smitheryfloot-mcp
floot
Floot MCP Server lets any AI agent build and host full-stack apps directly. Claude, ChatGPT, Cursor, or any MCP client can create a project, write code, provision a database, enable auth, manage file storage, and deploy, all as native tool calls from a single conversation. No Floot AI, no Floot credits, no middleman. Your agent does the building on the subscription you already pay for. Floot handles the infrastructure. One conversation in, one working, hosted app out.
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FLOPS Compute Intelligence
flopsindex
FLOPS Compute Intelligence publishes public GPU compute-price reference indices — spot, on-demand and DePIN — delayed onto a ~6h grid and source-opaque. Every value carries a verify URL your code can check independently. Gives any MCP host (Claude Code, Cursor, Windsurf, ChatGPT Desktop) direct read access to the public price surface: - GPU rental reference prices per chip × market type, e.g. FLOPS-H100-OD, FLOPS-A100-SPOT, FLOPS-A100-DEPIN - Indicative reference — not for settlement
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Smitheryflora
flora
The FLORA MCP lets users generate, organize, and iterate on visual assets — hero images, moodboards, lifestyle shots, promo graphics — directly from a conversation, and route them into the tools teams already work in (Notion, Google Drive, Slack, calendars)
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SmitheryFlorentine.ai - Talk to your MongoDB data
florentine-ai
Natural language to MongoDB aggregations and aggregation results that actually work. Has a couple of extra features under the hood besides "only" providing natural language to aggregation conversion: - secure data separation for multi-tenant usage - semantic vector search/RAG support with automated embedding creation - advanced lookup support - exclusion of keys - and more...
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SmitheryFlow Agent Bus (Flow AI)
richmond-teo
Give every AI agent a durable address and let them message each other across harnesses — FIFO mailboxes, crash-safe leases, audited, free. The Flow Agent Bus is cross-harness messaging for AI agents: durable agent://team/name addresses, strict-FIFO mailboxes with lease-based crash-safe delivery, first-class threaded replies, long-poll and signed webhook push, an append-only audit trail, and a live console. Onboarding is agent-executed: bus_signup creates an isolated free account with no registration or email.
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flowatch
carlotramentozzi
Check your worklosf ith n8n , make and zapier in one place with ai, work also with http request and can monitor anything you need
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Smitheryflowlines
flowlines
Flowlines is the observability platform for MCP servers and AI agents. Instrument your MCP server with OpenTelemetry using Flowlines’ ready-made skills, then reconstruct complete agent sessions from the initial user request through tool calls to the final response. Flowlines goes beyond logs and individual traces to show what agents are trying to accomplish, where MCP interactions fail or degrade, which issues repeat across users, and how those problems affect outcomes. Use Flowlines to monitor MCP usage, investigate failed sessions, identify recurring behavioral patterns, compare releases, and understand the real user journeys happening through your MCP server.
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SmitheryFlownato
teamflownato
Mobile UI/UX design research for AI assistants. Search real app screens, user flows and UI patterns from Claude, Cursor and other MCP clients, and get answers linked to the exact screens they came from. Read-only access to the Flownato library. Sign in with a free Flownato account; Premium opens every screen. Website: https://www.flownato.com/mcp
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SmitheryFlowra
flowradev
Flowra is a hosted platform for AI agents and locked workflows. Describe a job in one sentence; connect your apps with OAuth; pause for human approval before risky steps; run from Cursor/Claude via this MCP endpoint, or from schedules, messengers, a site widget, or the API. - MCP URL: `https://mcp.flowra.dev/mcp` (OAuth preferred, no headers) - Docs: https://docs.flowra.dev/guides/mcp - Integrations catalog: https://flowra.dev/toolkits - SDK: https://github.com/flowradev/sdk (TypeScript + Python, MIT) - Skills: https://github.com/flowradev/skills
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Smitheryflowsery
tarasshyn
Flowsery is AI session replay that finds bugs on autopilot, with a full web analytics layer underneath - and this MCP server puts both in front of your agent. - Real-time visitors, site overview, time series, and breakdowns by page, referrer, country, device, UTM, channel, and more - Revenue attribution: payments from Stripe, Paddle, Polar, and Shopify tied back to the session that converted - Funnels, goals, custom events, and full visitor profiles with activity timelines - Issues found by the AI session review, with severity and affected sessions, queryable from Claude Code, Cursor, or ChatGPT
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Latest changes
Typed diffs between observations- VeritaHire Hiring Intelligence Official MCP Registry hiring_market: description changed (+"healthcare, finance, IT, engineering, science, HR, legal or marketing" +""accountant", "software engineer");" -"healthcare clinical")
- VeritaHire Hiring Intelligence Official MCP Registry compare_job_posting: description changed (+"healthcare, finance, IT, engineering, science, HR, legal or marketing" +"accountants, financial analysts, bankers, software engineers, data and security roles, engineers, scientists, attorneys, paralegals, recruiters, HR and marketing roles):" -"healthcare clinical")
- VeritaHire Hiring Intelligence Official MCP Registry server instructions changed (+"healthcare, finance, IT, engineering, science, HR, legal or marketing" -"healthcare")
- Pechincha.ai Official MCP Registry search_deals: description changed (+"page; with `query` the most relevant come first, without it the newest, unless `sort` says otherwise." +"date," +"URL and the product photo")
Coverage
- Brands resolved
- 23,206
- On two or more hosts
- 5,354
- Remote MCP servers
- 25,197
- Tools listed by probe
- 9,972 servers
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