io.github.mapbox/mcp-docs-server

AI access to Mapbox docs, API references, style specs, and guides. No token required.

io.github.mapbox/mcp-devkit-server

Provides AI assistants with direct access to Mapbox developer APIs and documentation.

io.github.ejentum/ejentum-mcp

Reasoning, code, anti-deception, memory harness MCP tools. Stdio or HTTPS api.ejentum.com/mcp

io.github.smallhandsome/shotapi-mcp-server

Screenshot and HTML render MCP server for AI agents

space.customjs/customjs-mcp

Host static HTML pages, generate PDFs, screenshots, scrape JS sites, run sandboxed JavaScript.

ai.aient/mcp

MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix PR.

ru.renthuman/renthuman

AI agents hire real humans in Russia: storefront photos, address checks, errands. Pay in USDT.

io.github.liknenS/patchrooms

Agent-ready feedback for AI-built apps — read and close UI feedback reports over MCP.

io.github.CAST-Extend/gatekeeper-mcp-server

CAST Dashboard MCP server for compliance, quality, and technical debt insights for AI agents

io.github.santiment/santiment-mcp

Crypto market intelligence: social sentiment, on-chain, trending narratives & analyst insights.

ai.rfp/rfp-ai

Draft cited RFP and security questionnaire answers from your knowledge base, with human review

//beforeyouship — LLM cost modeling from your editor

vlatest

io.smithery.beforeyouship.cost-model

Model the realistic monthly cost of an LLM app **before you build it**. Not a token calculator: retries, prompt caching, batch discounts, infra overhead, and 3×/10× growth are modeled in, across GPT-5.x, Claude, Gemini, DeepSeek, and more. **Works without a key.** Connect and ask — demo mode covers the six free-tier models. A Pro API key ([beforeyouship.dev](https://beforeyouship.dev)) unlocks the full 18-model catalog. ## Tools | Tool | What it does | |---|---| - **`estimate_cost`** Full cost model for an architecture at a given usage level. Returns Naive / Realistic / Worst Case $/mo per model, growth scenarios, and an opinionated recommendation. | - **`get_model_prices`** Current per-1M-token pricing (input, output, cached, batch) with context windows and staleness metadata. | - **`list_archetypes`** Seven preset architecture patterns (chatbot, RAG pipeline, multi-step agent, …) used as starting points for estimates. | ## Try it Paste into Claude Code or Cursor after connecting: > Estimate the monthl

dev.adcrunch/mcp

Ask AI about your ads — query Meta, TikTok, and Google Ads performance in natural language.

com.feedsquad/feedsquad

Schedule and publish to LinkedIn, X, and Threads from your AI. Content calendar, approval-first.

io.github.guptaprakhariitr/hsn-classifier-mcp

Look up Indian HSN and GST codes by description or product name (4,676 entries).

io.github.guptaprakhariitr/crypto-prices-mcp

Live and historical cryptocurrency prices via CoinGecko free API.

io.github.guptaprakhariitr/hn-trending-mcp

HN front-page, Algolia full-text search, and Show HN launch tracker.

io.github.guptaprakhariitr/gst-validator-mcp

Validate Indian GSTINs locally (Verhoeff), extract PAN, identify issuing state.

io.github.guptaprakhariitr/wikipedia-recent-changes-mcp

Live Wikipedia edit feed, page summaries, trending pages, and Wikidata search.

io.github.guptaprakhariitr/unit-converter-mcp

60+ units, live FX, timezones, and date arithmetic for AI agents.

io.github.guptaprakhariitr/multi-carrier-tracking-mcp

Auto-detect carrier from tracking number: USPS, UPS, FedEx, DHL, India Post, more.

io.github.guptaprakhariitr/arxiv-mcp

ArXiv preprint search, daily category digest, and author-collaborator graph.

io.github.guptaprakhariitr/indian-regulatory-mcp

SEBI orders, RBI notifications, MCA filings, NSE/BSE announcements, AMFI NAV.

io.github.guptaprakhariitr/drug-interaction-mcp

Drug-drug interaction checker for clinical LLMs using RxNorm and DailyMed.