The Model Context Protocol (MCP) lets AI agents call external tools and data sources. Created by Anthropic in November 2024, now an open standard with 97M+ monthly SDK installs and growing infrastructure across multiple registries.
MCP standardizes how AI agents discover and call external capabilities — file systems, databases, APIs, custom tools. It's the "USB-C for agents": one protocol, many providers. Both Anthropic Claude and an expanding set of agent frameworks (LangChain, AutoGPT, custom builds) consume MCP servers.
| Server | Description | Updated |
|---|---|---|
| io.github.gautamvarmadatla/mcpsafetywarden | MCP proxy adding security scanning, behavioral profiling, risk gating, and safe tool call execution. | 2026-04-24 |
| com.doomscrollr/mcp | Build and operate an owned creator audience on DOOMSCROLLR — posts, products, subscribers, domains. | 2026-04-24 |
| io.github.pghdma/callrail-mcp | CallRail REST API v3 — 49 tools including full CRUD plus agency aggregation tools. | 2026-04-24 |
| io.github.cyanheads/mcp-ts-core | Agent-native TypeScript framework for building MCP servers with declarative definitions. | 2026-04-24 |
| io.github.quantamixsol/graqle | Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning. | 2026-04-24 |
| io.github.shagarwal/databazaar | Agent-first data marketplace — AI agents search, purchase, and sell datasets via MCP. | 2026-04-24 |
| io.github.pkotecha-eng/aria-mcp-server | Search 35M+ PubMed papers & 400K+ clinical trials. Includes prompts and research tools. No API key. | 2026-04-24 |
| io.github.findmephoto/findme-mcp | Create wedding galleries, upload photos, and pull analytics on FindMe Photo from any AI assistant. | 2026-04-24 |
| com.senzing/mcp | Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting | 2026-04-24 |
| io.github.arianlopezc/trabuco | Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents | 2026-04-24 |
| io.github.Octid-io/osmp | Agentic AI instruction encoding. 86.8% vs JSON. Inference-free decode. Any channel. | 2026-04-24 |
| io.github.Cope-Labs/selvo | Linux CVE prioritisation: 16 MCP tools for scan, fleet, runtime, and PR-able fix discovery. | 2026-04-24 |
| ai.jeda/jeda-ai | Visual AI for strategic thinking — SWOT, flowcharts, mindmaps, Gantt diagrams as polished SVG. | 2026-04-24 |
| io.github.kynto2001-ctrl/xrplriskscore-mcp | XRPL wallet risk scoring for AI agents. Returns ALLOW/CHALLENGE/BLOCK verdicts. | 2026-04-24 |
| io.github.onikora/fix-parser | Remote MCP server for parsing FIX messages into UFO, FFE, and sequence outputs. | 2026-04-24 |
| io.github.isucorp-taimiralain/stackguide-mcp | Dynamic context loading for AI assistants with TDD workflow and AST analysis | 2026-04-24 |
| io.github.HrRodan/agent-workspace-mcp | A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powered Python execution. | 2026-04-24 |
| io.github.devantler-tech/ksail | SDK for creating, managing, and operating Kubernetes clusters and workloads with ease. | 2026-04-24 |
| io.github.sunholo-data/parse | Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells. | 2026-04-24 |
| io.github.cyanheads/nws-weather-mcp-server | Real-time US weather data via National Weather Service API. Forecasts, alerts, and observations. | 2026-04-24 |
| io.github.cyanheads/secedgar-mcp-server | Query SEC EDGAR filings, XBRL financials, and company data through MCP. STDIO & Streamable HTTP. | 2026-04-24 |
| io.github.cyanheads/cdc-health-mcp-server | MCP server for discovering and querying CDC public health datasets via the Socrata SODA API. | 2026-04-24 |
| io.github.cyanheads/hn-mcp-server | MCP server for Hacker News — feeds, threads, users, and search via Firebase and Algolia APIs | 2026-04-24 |
| io.github.olgasafonova/productplan-mcp-server | Talk to roadmaps with AI. Query and manage bars, OKRs, ideas, and launches. | 2026-04-24 |
| io.github.Thezenmonster/agentscore | MCP security trust layer: scan packages, inspect repos, check exposure, monitor changes. | 2026-04-24 |
See the Model Context Protocol docs, write your server in any language with an SDK, then publish to the Official Registry. We pick it up on the next 15-minute cron pass.