"FIRST" matching MCP servers:

MCP server for FirstHandAPI that enables AI agents to create and manage human-in-the-loop data collection jobs (photos, audio, video, screen recordings) with automated AI quality scoring.

Costless-first Model Context Protocol server for discovering DOAJ-indexed journals and articles.

First-party web analytics MCP server for AI agents, providing 42 tools to query traffic, events, funnels, conversions, sources, and performance data.

Local-first MCP server enabling catalog discovery, dataset context, and safe downloads of construction datasets.

A multi-platform BibTeX reference verification and update tool with DOI-first lookup, dynamic source ranking, MCP tools, and skill export for AI assistants.

Provides evidence-first product naming tools for agents and founders, including domain registry checks, namespace searches, and finalist research with sources and timestamps.

A local-first paper RAG server that enables searching and managing academic PDFs via MCP tools, supporting metadata enrichment and citation graphs.

Provides MCP clients typed tools for Apple Ads Platform research, reporting, auditing, and receipt-gated campaign management with a local-first, read-only-by-default safety model.

Enables local-first content opportunity discovery and reporting from Google Search Console and GA4 data via stdio MCP tools.

Enables AI-driven first-principles calculations for quantum chemistry and materials science using ABACUS, with tools for SCF, structure optimization, molecular dynamics, band structure, and intelligent parameter suggestions.

Aggregates biotech and pharma headlines from major trade publications' RSS feeds, deduplicating and returning them newest-first with optional filtering by keyword, time window, or source.

Local-first backtesting engine with built-in overfitting detection (PBO, deflated Sharpe, bootstrap CI, walk-forward) and a native MCP server for AI agents to validate trading strategies.

Provides 11 tools for stock research, including search, market history, financial statements, announcements, and data quality checks, with a local-first architecture using DuckDB and Parquet.

Agent-first analytics MCP server for querying stats, funnels, and web/agent traffic, with server-side event ingestion and self-serve signup.

Predicts nationality from a first name using the nationalize.io API. Requires no authentication.

Enables gender prediction from a first name using genderize.io data, optionally for a specific country, returning gender, probability, and sample size.

A local-first MCP server and toolkit for Japanese healthcare reference data, enabling lookup and search without bundling official datasets.

An attribution-first MCP server that provides tools to search and cite news and research metadata from free APIs and news platforms, without storing or republishing content.

Provides LIWC-style dictionary scoring of text with deterministic, provenance-first analysis, enabling researchers and AI agents to perform reproducible text analysis via MCP tools.

A local-first database and assistant layer for organizing, analyzing, and retrieving research papers efficiently.