MCP Server Directory

Turn an unfamiliar codebase into validated architecture, contracts, and a reimplementation spec.

Italian B2B Lead Scoring, Ranking & JSON Decisions it.machinesignal/b2b-lead-scoring-ranking-italy

Score, rank and prioritize an existing Italian B2B lead list into explained JSON decisions.

Expose declarative YAML-defined workflows as MCP tools over stdio

Arachne MCP — scraping, browser, vision, OCR, RAG, Social Research, GitHub + VRT (56 tools).

Race Calendar F1 app.racecalendar/f1

Anonymous read-only Formula 1 tools, resources, prompts, completion, and interactive dashboard.

Kirk — Unsupervised Structural Change Detection io.github.UlyssesModel/kirk-mcp

The Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change.

Unofficial MCP server for Google Ads: reporting plus safe draft/confirm campaign management.

docmcp — Word & Excel files io.github.Adirdavi/docmcp

Real .docx and .xlsx files from structured data, with automatic Hebrew/Arabic RTL.

Standing review layer for coding agents: Claude, GPT and Gemini debate, return consensus + dissent.

Forge orchestrator MCP server for Claude Code (alpha). Codex/Gemini runners are not in the alpha.

google-news io.github.johnisanerd/google-news

Google News headlines, sources, and links via the Apify Google News API, hosted MCP.

Search Metacritic films, shows and games, read scores and critic reviews. No API key.

fojin — Buddhist Canon Tools app.fojin/fojin-mcp

Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — all URN-cited.

VMware compliance scanning (CIS, vSphere SCG, GB/T 22239, PCI-DSS) with drift detection.

Append-only evidence receipts for AI records: seal, verify, cite, chain-check, anchor status.

GEML — a plain-text document format built to be edited in place, one section at a time io.github.geml-spec/geml

One section in, one section out — on Markdown/GEML files, bad writes refused.

Multi-tenant Telegram gateway for AI agents — HTTP+stdio, 8 tools, MTProto User API

ANON Base USDC Lending Decision me.pathin.signal/anon-avantis-risk-lens

Paid Base USDC lending decisions and rate-risk alerts, plus free risk and routing tools.

九启高企免费自测 io.github.alexfengrui/gq-readiness-free

只读返回九启高企免费自测入口、用途、免责声明和自愿留资边界，不接收企业材料或联系方式。

Radix Wiki wiki.radix/radix-wiki

Community-maintained knowledge base for Radix DLT — search, read, and contribute wiki pages.

Read Lanhu design specs and export fine-grained UI assets with platform-adjusted units

Superlog sh.superlog/superlog

Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.

lr-labs io.github.abhinandansethi/lr-labs

Deterministic cross-border tax engine: PE, GAAR, Indian TP, rule-level lookup. Compiled law, no LLM.

socialbridge-mcp io.github.IsaiahDupree/socialbridge-mcp

Unified social-media data across 10 networks: profiles, posts, search, comments, cross-search.