MCP servers

GroundRoute: Web Search for AI Agents across 6 Engines ($10 free credit)

smithery.ai

GroundRoute gives your AI agent web search across six engines (Serper, Brave, Exa, Tavily, Firecrawl, Perplexity) through a single search tool. That one tool covers web, news, and academic search, synthesized answers with citations, and full-page fetch, all selectable with a mode parameter, so you never wire up or pay for six separate APIs. It routes each query to the cheapest engine that meets a quality bar, caches repeats, and fails over automatically. Pricing is gain-sha

EDITION Intelligence Platform

smithery.ai

Japan Operations OS for autonomous AI agents. 14 knowledge domains, 50+ REST endpoints, 31 MCP tools. Verified ground truth covering regulations, procedures, protocols, calendar, regional intelligence, organizational structures, foreign entry, travel, entertainment, daily life, language, food culture, disaster safety, and persistent memory.

Tesouro Direto MCP Server

smithery.ai

Enable natural language access to Brazilian treasury bond data through MCP-compatible clients. Query market data, bond details, and search/filter bonds using everyday language. Benefit from smart caching to reduce API calls while ensuring data freshness.

Moltline Catalog

smithery.ai

Fleet entry point for **Moltline Studio**: 19 hosted MCP servers, 132 tools, 92 of them free. Searches 138 SKILL.md agent skills and routes you to the right server. No account, no API key, no signup on the free tier. Independently audited — [MCPize Verified A](https://mcpize.com/check/results/a4a18019-d08a-446b-a816-656b9751f9fc). Direct endpoint: `https://mcp.moltlinestudio.com/catalog`

oshyn-mcp

smithery.ai

Free AI-powered DXP tools by Oshyn: GEO & Reliability scan, Choose New DXP and Estimate DXP Budget.

hatchable

smithery.ai

Build and host full-stack web apps and sites on Hatchable from any MCP client. DB, auth, storage, domains, and cron per project. Free tier.

cast0 - Turn Text into a Published Podcast

smithery.ai

Send text, get a podcast episode. cast0 converts it to audio using TTS (text-to-podcast), publishes it to an automatically hosted RSS feed, and delivers it to Apple Podcasts, Spotify, Overcast, or any podcast app. Subscribe once, episodes arrive automatically.

Sichta Web

smithery.ai

Check whether AI agents can read any website — 18 deterministic checks across llms.txt, bot policy, structured data and machine endpoints, each finding returned with its fix. Free, read-only, and stores nothing. Also available as a free web scanner at web.sichta.gigliotti.software.

Speed Reader

smithery.ai

Turn any article, document, or chat reply into a one-word-at-a-time RSVP reading session.

JP Bids MCP

smithery.ai

日本の官公需入札情報をAIで検索・分析するMCPサーバー。17ツールで案件発見から社内検討パックまで自動化。Japan government procurement bid search & AI analysis MCP server.

Arithym

smithery.ai

Exact arithmetic engine for AI agents. 62 tools across 22 domains — integer math, fractions, calculus, unit conversion, finance, statistics, chemistry, physics, and more. Every result is deterministic and verifiable. No floating-point drift, no hallucinated answers. One tool call replaces multi-step chain-of-thought reasoning. Free tier available at arithym.xyz.

Send a Meal

smithery.ai

Search gift meals and send them as gifts. Live catalog, cart, and guest checkout for Send a Meal.

FastDrop Video Classifier

smithery.ai

Classify raw video footage into editor-ready roles (Hook, A-Roll, B-Roll, Screen Recording, VO, Blooper) with confidence scores, suggested filenames, and folder paths. Also runs technical diagnostics (codec, resolution, VFR, health score), extracts keyframe thumbnails, generates perceptual-hash fingerprints for duplicate detection, detects clip candidates, transcribes and translates audio in 50+ languages with SRT/TXT output, and searches a batch of videos by transcript using

Moltline Vision

smithery.ai

Image header probing, bbox conversion, resize plans and colour maths. 4 of 6 tools free. Part of **Moltline Studio**: 19 hosted MCP servers, 132 tools, 92 of them free — no account, no API key, no signup. Independently audited — [MCPize Verified A+](https://mcpize.com/check/results/995a340b-6058-4e35-88bf-535c9b57532c). Direct endpoint: `https://mcp.moltlinestudio.com/vision`

archivist-ai

smithery.ai

Archivist AI is an AI-powered assistant for tabletop RPG campaigns. Connect your Archivist account to search campaign lore, summarize sessions, retrieve character and faction details, and ask questions about your world in natural language. Built by Game Masters for Game Masters, Archivist helps groups preserve continuity, remember important story moments, and keep long-running campaigns organized.

Auxen

smithery.ai

**Auxen** provisions private AI model endpoints on dedicated GPU infrastructure. Customers pick a model from the catalog — open-source models like Llama 3.1, Qwen 2.5, Mistral, Gemma 2, and Phi-3 — and Auxen handles provisioning, scaling, billing, and teardown. Each instance is fully private: no shared inference, no third-party routing. **Why use it:** when you need real privacy (regulated industries — legal, healthcare, finance, government), high-volume inference where per

GetABrain.ai

smithery.ai

Give your AI agent access to real human judgment with our Human-in-the-Loop MCP Server. When your agent encounters a question it cannot answer reliably, it sends the request to a real pool of humans and receives a structured response back. Ideal for: * Judgment calls and subjective ratings * Real-world and local knowledge * Image and audio review * Quality checks and human verification * Tasks where accuracy matters more than guessing Includes 7 MCP tools, a free sandbox

Butterbase

smithery.ai

Full-stack backend platform MCP — provision apps, manage databases, deploy functions, and more.

ZeroBeacon.ai — 1052 Tools

smithery.ai

1,052 MCP operations across four groups: Market Router (MF-01–06), Math Engine (MF-07–14), Amplum Everyday (MF-15–20), and Brain Router (MF-21). Start with the FREE mf_01_beacon operation to verify connectivity, then use each operation’s purpose and input schema to select a workflow.

Moltline Data

smithery.ai

Paste-your-data analytics: CSV profiling, A/B tests, correlation, growth. 4 of 7 tools free. Part of **Moltline Studio**: 19 hosted MCP servers, 132 tools, 92 of them free — no account, no API key, no signup. Independently audited — [MCPize Verified A+](https://mcpize.com/check/results/7f140f45-618e-4288-bf96-1891f03ae7de). Direct endpoint: `https://mcp.moltlinestudio.com/data`

Dewey

meetdewey.com

Agentic search over your Dewey document collections from any MCP-compatible client.

Prowlo — Reddit & X for AI agents

prowlo.com

Reddit & X data for AI agents over MCP. Semantic search, hosted, no Reddit API.

Enable AI agents to compile TeX files with LaTeX inside a Docker container.

Open-source MCP proxy for AI agent access control with CEL policies, RBAC, and audit.

Semantic knowledge engine for Obsidian with auto-classification and DAG hierarchy

Local-first MCP sidecar for Markdown artifacts, review intents, and supervised knowledge growth.

SDC4 structural validator with ExceptionalValue recovery; thin wrapper over xmlschema.

Governance validation for Semantic Data Charter instances; returns OASIS XACML decisions.

MCP server for temporary email management using ChatTempMail API

MCP server for the Kaggle API: competitions, datasets, kernels, and models.

MCP server for advanced web search using Tavily API.

Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall

JSXN encoder/decoder — compact notation for React/Next.js files, optimized for LLMs

Stock prices, financials, insider trades, institutional holdings for 141K+ companies

Control Classic Mac OS (System 7-9) from AI agents via shared folder protocol.

Parse crypto CSVs and bank PDFs into clean transaction data for Koinly, TurboTax, CoinLedger.

Find alterations, free tailor training, and paid work opportunities for experienced tailors.

Irish used-car market MCP: search listings, stats, dealers & model guides via autoza.ie.

Read/write access to your Filamental knowledge graph vault. 17 tools. Local-first, no auth.

MCP server for structured access to Gramps Web genealogy data

3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.

The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Multi-source job discovery, deduplication and AI/Web3 classification for AI agents.

Read-only Steam: friends, games, achievements, sales, plus game recommendations and co-op nights.

MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

Etch is a signed audit chain for AI agent decisions, offline-verifiable against pinned public keys.