Cross-session memory for AI coding agents via six tools; local-first SQLite store.
Directory
42,145 servers in the snapshot (13,813 alive, 9,216 need login, 3,006 dead, 16,110 stdio). 17,000 have a report page, 40 to a page, healthiest first.
Agent-native TypeScript framework for building MCP servers.
Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.
MCP server for querying VirusTotal API with comprehensive security analysis tools.
Web search, URL discovery, scraping & extraction with agent-browser and search providers
Offline MCP access to ZIM knowledge archives — Wikipedia, Wiktionary, Stack Exchange, Kiwix.
Caller-owned Discord operations for AI agents with 222 typed tools and verifiable guild builds.
SQL database to MCP tools and REST API: PostgreSQL, MySQL, SQL Server, Oracle, SQLite, Snowflake.
Aggregates and proxies other MCP servers, letting LLMs discover, add, and manage tools at runtime.
Zettelkasten-based agent memory system with bidirectional links
Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go.
MCP security scanner. CI-native testing, attack simulation, health scoring, and SARIF.
MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.
Rust MCP server and CLI for Unraid GraphQL operations across NAS, Docker, VM, and storage workflows.
Structured build tool output (tsc, generic commands) as typed JSON diagnostics.
Structured Rust cargo operations (build, test, clippy) as typed JSON.
Structured Docker operations (ps, images, logs, build) as typed JSON.
Structured git operations (status, log, diff, branch, show) as typed JSON.
MCP server for GitHub operations (PRs, issues, actions) with structured, token-efficient output
Structured Go tool output (build, test, vet) as typed JSON diagnostics.
MCP server for HTTP requests (curl) with structured, token-efficient output
Structured linting output (ESLint, format-check) as typed JSON diagnostics.
MCP server for Make/Just task runners with structured, token-efficient output
Structured npm/pnpm operations (install, audit, outdated, list) as typed JSON.
Pare Build ג€” Structured build output (tsc, esbuild, vite, webpack) as typed JSON diagnostics.
Pare Cargo ג€” Structured Rust cargo operations (build, test, clippy, fmt, doc) as typed JSON.
Pare Docker ג€” Structured Docker operations (ps, images, logs, build, compose) as typed JSON.
Pare Git ג€” Structured git operations (status, log, diff, branch, commit, push) as typed JSON.
Pare GitHub ג€” Structured GitHub operations (PRs, issues, actions) as typed JSON.
Pare Go ג€” Structured Go tool output (build, test, vet, fmt, mod) as typed JSON diagnostics.
Pare HTTP ג€” Structured HTTP request operations (GET, POST, HEAD) as typed JSON.
Pare Lint ג€” Structured linting and formatting (ESLint, Prettier, Biome, Oxlint) as typed JSON.
Pare Make ג€” Structured Make/Just task runner operations (run, list) as typed JSON.
Pare npm ג€” Structured npm/pnpm operations (install, audit, outdated, list, run) as typed JSON.
Pare Python ג€” Structured Python tool output (ruff, mypy, pip, uv, black, pytest) as typed JSON.
Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON.
Pare Test ג€” Auto-detects test framework (pytest, jest, vitest, mocha), returns typed JSON.
Structured Python tool output (ruff, mypy, pip-audit, pip-install) as typed JSON.
MCP server for code search (ripgrep + fd) with structured, token-efficient output
Auto-detects test framework (pytest, jest, vitest) and returns structured results.