"FIRST" matching MCP servers:

Exposes locally-built AI tools to Claude, enabling article summarization, promo generation, and semantic search over an Obsidian vault.

Model Context Protocol server exposing the bankstatementparser library as first-class agent tools for reading bank statements.

MCP server for first-pass legal contract review. It loads txt/docx/pdf contracts, detects standard clauses, flags heuristic risks, summarizes, and compares agreements.

Local-first CLI + MCP server for meeting recordings - Whisper transcription,

A privacy-first, zero-cost AI assistant that lets you chat with your documents locally via CLI or web app, supporting search, summarization, and Q&A using your own model.

A local-first MCP server that lets agents search and summarize a user's own WeChat history, with stable pagination, bulk chat workflows, unread/event queries, and gated enrichment tools.

A local-first, open-source MCP server that analyzes jobs, matches your CV, tailors documents, and tracks applications — all on your machine with no data uploaded.

Enables local-first logging of daily activities and generation of daily summaries, weekly article ideas, and platform-specific social posts via Claude, storing everything in a single SQLite file.

A local-first AI secretary that gathers your work context into private memory and enables AI agents to search and summarize it over MCP.

Local-first MCP server for safely searching, reading, summarizing, tagging, deduplicating, and organizing local files with scoped access, read-only defaults, and dry-run plans.

Provides AI agents with a read-only, local-first depth layer into Chinese web platforms—Zhihu, Weibo, and WeChat Official Accounts—offering hot lists, Q&A, posts, clean article markdown, plus opinion aggregation and TextRank summaries.

A local-first Codex plugin that bundles an MCP server to safely interact with Mattermost, enabling channel/thread summarization, conversation search, and reviewed post publishing via the Mattermost REST API.