MCP Server Directory

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.

Expose declarative YAML-defined workflows as MCP tools over stdio

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

Architecture guardrails for AI-written code: dependency graph, impact, dead code, CI gate

No longer maintained. Use the remote Upstash MCP server: https://mcp.upstash.com/mcp

scrapecheck io.github.FieldmodeLLC/scrapecheck

Verify before your agent acts on data it paid for. Signed verdicts, checkable offline, via x402.

entyrix-mcp io.github.juliusgerman/entyrix-mcp

KYB data from 23 European business registries — company briefs, financials, ownership, AML screening

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

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

Search the Internet Archive, the Library of Congress and data.bnf.fr at once, in one answer.

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.

BoardBrief AI io.boardbriefai/boardbrief-ai

AI-powered board deck generation and governance reporting for private equity firms.

Reversibly compress tool outputs to recoverable handles; expand to exact original bytes on demand.

Query pre-computed SQL engine benchmarks. Runs standalone, no server setup required.

Convert PDFs and other documents to structured formats via Docling, for AI applications.

marketbasketanalysis-mcp io.github.48x-ai/marketbasketanalysis-mcp

Co-purchase intelligence and merchant ops tools for AI shopping, ecommerce, and B2B agents

One private, local memory your AI tools share. Cross-model, on-device, never lose a session.

Provision owner-confirmed isolated Telegram Managed Bot instances.

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

Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.

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

Auditable memory for coding agents: evidence chains, supersession history, keyless embedded SQLite

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

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