MCP Server Directory

QACAT io.github.dimawin22/qacat

Translation QA: automated checks, AI evaluation, linguistic review, and visual in-context testing.

Contract-first language and MCP server for capability-aware code and patch review.

Specularis AI Visibility Audit io.github.AdevAarons/specularis-mcp-audit

Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?

Xata io.github.xataio/mcp

Xata MCP server lets AI agents interact with your Xata projects, and Postgres database branches.

Read-only enterprise research MCP: frameworks, frozen snapshots, sourced results. No trading advice.

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

MCP server for DebugAI. Browser sign-in, auto client setup, no key pasting.

Analyze, validate and safely update Ghost Inspector end-to-end browser tests

MCP server for OOM x402 search 1,000+ pay-per-call API endpoints

Lightweight MCP server for LSP code intelligence — symbol lookup, refs, types, diagnostics.

Local stdio MCP server for rstream setup, tunnels, WebTTY, and remote operations.

Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.

Local MCP tools for crawler-readability and discovery-file diagnostics.

Idencify io.github.jospnunes/idencify

Whole-repo code graph for AI agents: impact analysis, dead code, cycles, semantic search — 14 tools.

Read-only visualization for Cortex memory, knowledge, sessions, traces, and codebase graphs.

Unified data server: stocks, crypto, news, weather, web scraping, FX rates in one MCP

MCP server for Yandex.Metrica Stat API (read-only).

Static code map generator: MAP.md + map.json for any repo, plus a Claude Code /map plugin

Local Go MCP server: DuckDuckGo/Bing web + image search, readability scraping to Markdown.

PREFLIGHT — URL Routing for AI Agents io.github.GSterlingPress/preflight

Choose HTTP, browser, machine endpoint, or avoid before an agent visits an unfamiliar URL.

Read-only PostgreSQL over MCP. Writes refused at the parsed SQL, plus a READ ONLY transaction.

DBMigratePro Continuous Migration io.github.provydon/dbmigratepro-continuous-migration

Keep a target database continuously in sync with a source on another provider, then promote it.

MCP server for the Google Search Console API: search analytics, sitemaps, URL inspection, sites.

SIIGO Pyme as MCP tools: the 47 ExcelSIIGO functions, plus company discovery.