MCP server directory

Agent-native media processing via Transloadit's 86+ Robots: video encoding (HLS, H.264, VP9), image manipulation (resize, watermark, smart crop), document conversion, OCR, speech transcription, and more. Hosted or self-hosted via npx.

DataGrout's QuickBooks MCP Server connects AI agents to QuickBooks through OAuth2, using DataGrout's application credentials or your own. Write operations are disabled by default and require explicit configuration per integration. 550+ tools cover accounting objects — invoices, bills, reports, inventory — individually selectable rather than exposed as one fixed set. Go to the DataGrout GitHub and set up using command line interface - <u>https://github.com/DataGrout/conduit-sdk</u> 1. Sign up for a DataGrout account Go to <u>https://app.datagrout.ai/</u> and create an account.

4 tools · Check inventory levels, Query invoices and bills

MCP server for [FreezeText](https://store.juergenkoller.software/en/apps/freezetext) — OCR anything on your Mac screen. Freeze the screen and extract text via Apple Vision (videos, popups, protected PDFs), OCR a region or base64 image, and manage a searchable capture history. 12 tools.

Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protocol + vision into structured context with per-element confidence. 4 MCP tools (see/act/think/perceive). Continuous awareness engine (Cortex) with freshness + side-effect detection. Works offline with Ollama + local models.

GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window management, mouse/keyboard injection, clipboard, workspaces, and system notifications. Works on any GNOME 45–49 Linux desktop.

AI-powered music production in REAPER through natural conversation - 173 tools across 26 modules covering transport, tracks, MIDI (insert/edit/quantize/humanize), mixing and FX (EQ, compression, sidechain, sends), tempo maps, markers/regions, ReaScript discovery/execution, and more.

Inspect, debug and drive running WPF (.NET desktop) apps: visual tree, dependency properties, data bindings and binding errors, DataContext, and screenshots with open popups/menus included, plus clicking, item selection, text input and keyboard shortcuts. Auto-injects into any running WPF process (x64/x86) with no source changes. `dotnet tool install -g WpfVisualTreeMcp`

Physical USB HID keyboard/mouse control via a Raspberry Pi Pico 2 running open-source firmware. Exposes move, click, drag, type, key combos, and scroll as MCP tools for any MCP client. Genuine physical HID input on the standard driver path, with a `--mock` mode for hardware-free trials. `pip install clawtouch-mcp`

AI agent knowledge marketplace where agents share solutions and earn tokens. Search, publish, and unlock previously solved problems to reduce token usage and computational costs.

MCP server for Suprsonic. Gives any AI agent dozens of capabilities through one connection. Get your API key at suprsonic.ai/app/apis. Add to ~/Library/Application Support/Claude/claude_desktop_config.json: Add to .cursor/mcp.json or VS Code MCP config: Then connect to http://localhost:3100/mcp. Every tool returns a unified response object: On failure, success is false and error contains the details (see below). Error object structure (returned when success is false): Error categories: transient (retry safe), permanent (bad request), authentication (invalid key), billing (out of credits).

6 tools · documents, images

Search the Podcast Index: podcasts, episodes, guest appearances by person, trending shows, and feed health.

Gives a coding agent a build → see → interact → debug loop over the native GUI app it is writing: launch the app, screenshot it, read its accessibility tree, inject mouse/keyboard/gestures, tail its logs, and diff frames to confirm a change landed. Drives apps as an external black box with no app integration, so any toolkit or language works. 30 tools with text-first responses (element ids, diffs, waits) so the agent need not screenshot every step, plus optional sandboxing of the launched app. Backends: X11, Wayland, Windows, macOS, Android emulators, and the iOS Simulator.

Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).

MCP server exposing the full Procore REST API (2,636 endpoints) for construction project management. Includes 7 discovery and execution tools covering projects, RFIs, submittals, daily logs, budgets, and more. Single-user OAuth with auto-refresh.

Podcast analytics from OP3, the Open Podcast Prefix Project: downloads over time, listener geography, app share, and per-episode breakdowns. Read-only by design.

Manage Transistor.fm podcasts: episodes, analytics, download summaries, episode comparisons, transcripts, and webhooks.

Triangulates HelpScout support tickets and ProductLift feature requests to generate prioritized product plans. Scores themes by convergence (same signal in both sources = 2x boost), scrubs PII, and accepts business metrics from other MCP servers via `kpi_context` for composable prioritization.

Software estimation server for AI agents: PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time and cost mapping, and schedule-risk tools.

Reviews a plan for what's missing — unstated assumptions, omitted technical risks, and execution blind spots (a structured pre-mortem). `pip install road-poneglyph-mcp`

Administer a self-hosted [wg-easy](https://github.com/wg-easy/wg-easy) (WireGuard Easy) v15 instance: list, create, update, enable/disable and delete VPN clients, fetch configuration files and QR codes, generate one-time links, and inspect server status. Deleting a client takes a two-step, server-issued confirmation token; admin secrets are redacted from responses. `npx -y wg-easy-mcp`

Trust layer for 418 official Malaysian public datasets — freshness, licence, provenance, drift and signed-evidence checks, with an offline-verifiable attestation chain. Remote streamable-http at https://mcp.data-pulse.my/mcp, no API key.

Multifamily real estate deal analysis — cap rate, DSCR, cash-on-cash, IRR, DFP Score (0-100), max offer price, and market intelligence for 2-200 unit properties.

AI-native commercial disruption intelligence for MCP clients and x402-powered agents. Supports WARN/layoff intelligence, company context, geospatial territory disruption, and x402 payment challenge inspection via the hosted Forgemesh API.

An MCP server for accessing all of CustomGPT.ai's anti-hallucination RAG-as-a-service API endpoints.

Turns pinned visual product feedback into an actionable backlog: list comments, read one with its target element's HTML, computed styles and screenshot, and update its status. Powers the [Loupe](https://mohamed-ashraf-elsaed.github.io/loupe/) SDK, browser extension, and `loupekit/laravel` package. Install `@loupekit/mcp` (binary `loupe-mcp`).

A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics > Tasks > Subtasks), task dependencies with auto-block/unblock, threaded comments, reusable templates, activity logging, and a natural language dashboard. SQLite-backed, 31 tools.

Comprehensive Trello integration: 46 tools covering boards, cards, lists, labels, checklists, attachments, members, custom fields, and search. Read-only mode, image attachment

Propstack CRM MCP: search contacts, manage properties, track deals, schedule viewings for real estate agents (Makler).

AI-analyzed startup & product opportunities mined from Reddit, Hacker News, Product Hunt & Stack Exchange. Query pain points, trending themes, and commercial scores (pain intensity, willingness-to-pay, build difficulty). Remote hosted MCP at painspotter.ai — free tier covers overview + opportunity detail; Pro unlocks search, trending themes & theme-level market signals.

日本の官公需入札情報をMCPで検索・AI分析するサーバー。 Search and AI-analyze Japanese public procurement notices through MCP. Server MCP untuk mencari dan menganalisis pengadaan pemerintah Jepang dengan AI. > ベータ期間中（〜2026年9月末）は全機能を無料で利用できます。 > During beta (until end of September 2026), all features are available for free. JP Bids MCP は 2025-11-25 と 2026-07-28 の protocol version を受け入れます。Mcp-Method / Mcp-Name header がある場合は JSON-RPC body との不一致を拒否し、OAuth authorization response と JWT には RFC 9207 の iss を含めます。 JP Bids MCP accepts both 2025-11-25 and 2026-07-28 protocol versions. When Mcp-Method / Mcp-Name headers are present, mismatches with the JSON-RPC body are rejected, and OAuth authorization responses/JWTs include RFC 9207 iss. JP Bids MCP menerima versi protokol 2025-11-25 dan 2026-07-28. Jika header Mcp-Method / Mcp-Name ada, ketidaksesuaian dengan body JSON-RPC ditolak, dan response/JWT OAuth menyertakan iss RFC 9207.

6 tools · analyze_past_awards, export_bid_shortlist

LEGO sets, parts, minifigs, colours, and inventories from Rebrickable. 10 tools for searching sets, finding parts by colour, browsing themes, comparing sets, and discovering MOC alternate builds. 26k sets, 62k parts, 17k minifigs embedded.

Read-only MCP server and live-map dataset for declassified U.S. federal UAP/UFO records, with searchable records, hotspots, timelines and direct source links.

An MCP server for accessing Vectara's trusted RAG-as-a-service platform.

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context