MCP server directory

Allows users to generate music videos using Freebeat through MCP

We are engineers first. The tooling behind getAdvantage, the pre-deploy gate and the portable project brain, is free and open-source. Read it, run it, or hand the building to us. The pre-deploy gate and the portable project brain live in the open. Read the source, file an issue, or use it as is. The code never leaves your machine. Most teams do not want to run tooling, they want the AI built, shipped safely and proven. That is what we do, hands-on, with you. Start with a call, not a checkout. Curious how we measure and prove visibility? Read the methodology →

6 tools · brief, Fan out parallel worktrees

Deterministic slop detector for AI-generated prose. Flags filler phrases and clichés with zero false positives by design (curated phrase list, not a model), returns exact spans plus a pinnable 0-1 score, and runs offline with no API key. CLI + CI exit code + MCP server for agents to self-check their own output before it lands in a PR or doc. `pip install defluff`

Mercado Pago payments for AI agents — create payment links, search payments, and issue refunds. Built for LATAM merchants.

Non-custodial Solana swap & limit order engine for AI agents. 21 tools (swap, limit, trailing, TWAP, DCA, combo orders) across Raydium, PumpSwap, Orca, Meteora. Jito MEV-protected execution, Ed25519 server verification, private key never leaves the process. MIT. `npx -y @traderouter/trade-router-mcp`.

**Log-stream tools for on-call / SRE agent workflows** — expose `rlg` (RustLogs) log files as MCP tools. Three tools: `tail_log` (last N events, filtered by level/target), `filter_log` (JSON-path-style predicates), `summarize_errors` (grouped error taxonomy). Speaks JSON-RPC 2.0 over stdio; near-lock-free structured logging engine underneath (65k-slot ring buffer, 14 output formats, `os_log`/`journald` sinks). Install `cargo install rlg-mcp` or `docker run -i ghcr.io/sebastienrousseau/rlg-mcp`. Dual-licensed MIT OR Apache-2.0.

Security-focused MCP server that provides safety guidelines and content analysis for AI agents.

Where to watch any movie or TV show across 30 Asian and Middle Eastern streaming markets (Netflix, Disney+ Hotstar, Wavve, Shahid, Hoichoi, ZEE5, JioCinema, and 17 more). `npx -y @ottasia/mcp-server`

Security intelligence for AI agents: password breach checks (900M+ HIBP hashes), email/domain/IP/URL reputation, prompt injection detection (200+ patterns), and skill supply chain scanning. Pay-per-request via x402 USDC micropayments or free demo mode, no API key needed.

Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT, MD, DOCX, CSV, and images. Single Go binary, 12 tools, smart mtime-based caching, directory-locked security.

GuruWalk is the world's largest free walking tour platform, connecting travelers with local guides in over 1,000 cities across 120+ countries. Founded in 2017 in Valencia, Spain, the platform operates on a unique pay-what-you-want model for free tours: travelers book for free and tip the guide based on their experience. Alongside free walking tours, GuruWalk offers paid activities including guided tours, skip-the-line tickets, food experiences, day trips, and more — all bookable in one place. GuruWalk's MCP server lets AI assistants search destinations, browse categories, check availability, and get full tour details — all without leaving the conversation. Works with any MCP-compatible client.

4 tools · get_product_availability, get_product_detail

Document beautifier for AI agents. Converts Markdown to styled webpages (with sidebar TOC), Word, PDF, and full-screen image slideshows. Zero-config via `npx agent-reader mcp`.

Share code context with LLMs via MCP or clipboard

Read-only directory listing web app with a built-in MCP server: directory browsing, file reading, content search, archive inspection, file hashes, and disk usage tools over a configured root.

Design, manage, and price tabletop games on The Game Crafter. Browse catalogs, create projects, upload artwork, get pricing.

Guardrail that checks agent-written code against a repo's own git-history-learned patterns — flags foreign dependencies, reinvented functions, misplaced code, broken layering, and gamed tests. Exposes `voice_context` (the repo's familiar imports/idioms for a file, so agents write in-voice before generating), `check` (score a generated hunk against the repo's patterns), and `explain`. 100% local, no LLM, single Rust binary. `npm i -g @tmonier/argot`

A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent super memory, task tracker, and multi-agent coordination hub for AI assistants.

Google Search Console MCP server with 13 SEO tools — search analytics, URL inspection, sitemap management, keyword opportunities, brand analysis, and performance comparison.

Brazilian public data for AI agents — companies (CNPJ), addresses (CEP), banks (BACEN), national holidays — via [BrasilAPI](https://brasilapi.com.br). No auth, no API key. Install: `npx -y brasil-data-mcp`.

Query and analyze Prometheus, open-source monitoring system.

MCP server for interacting with [YDB](https://ydb.tech) databases

Power BI MCP server with device code auth, enhanced refresh (table-level polling with retry), refresh diagnostics with root-cause error catalog, DAX queries with RLS simulation, PBIP source locating, and scheduled refresh reports.

Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics.

Curated audio-news with a market-aware news signal. Search articles, fetch narrated audio, subscribe topic feeds, surface stories matched to actively traded Kalshi event contracts (CFTC-regulated; qualitative signal tags + link-out to Kalshi, never raw market data). 8 tools (7 free + 1 x402-paid over USDC on Base). Install via `npx -y storyflo-mcp`.

Keyless local MCP server bringing ISTQB / OWASP / IEEE / ISO / EU AI Act QA standards into your AI client: standards-grounded retrieval, deterministic QA effort estimation, and automated QA document quality review (0-100 rubric) plus JUnit/CSV test-results flakiness analysis. `uvx qai-consultant-mcp`

Semantic code search for AI agents without indexing your codebase or storing any data. Fast and accurate.

Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.

Search URDB's product integrity database for integrity scores, enshittification events, and change tracking across consumer products

Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.

MCP server for secure database access (PostgreSQL, MySQL, SQLite) with parameterized queries and schema inspection

Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.

Query SQLite, PostgreSQL, and MySQL in plain language — read-only by design, with column hiding/masking, row caps, per-query timeouts, cost-based rejection, and rate limiting.

Your AI already writes your product descriptions, manages your ad spend, and optimizes your SEO. But when it comes to fulfillment —checking on a shipment, placing a restock order, pulling an invoice — you're still logging into a portal and clicking around. That's a bottleneck. Every time you context-switch from your AI workflow to a browser tab, you lose time. Every manual order entry is a place for errors. Every "let me check on that" is a delay that your AI could handle in seconds. MCP — Model Context Protocol — is the open standard that lets AI assistants like Claude, ChatGPT, and Cursor connect directly to the tools you use. Amplifier's MCP server gives your AI agent secure, authenticated access to your Amplifier account.

3 tools · Create restock ASNs, End-of-day shipping report

Comprehensive local filesystem MCP server with file management, process control, interactive sessions, async search, and safe delete via Recycle Bin.