MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
Quality-aware, read-only MCP server for discovering and selecting African speech corpora, Wolof first, with audited metrics, provenance, licensing, and training-set planning.
PythonApache-2.0★ 1Few starsNo key
MCP server for Kenya health system — NHIF/SHA coverage, facility finder, CHW services, maternal health. 6 tools.
PythonMITFew starsNo key
Read-only MCP server for AMIRA, the Africa Multiple Cluster of Excellence research-data platform on Omeka S — 26 tools over ~4,000 research items, 93 projects, 1,600+ people, publications, podcasts an
Hosted by authorMIT★ 1Few starsNo key
Real-time African stock market data for AI assistants. 14 tools covering NGX, Mansa Markets, 13 African exchanges.
MCPLink onlyFew stars
MCP server for African financial reference data — bank & SWIFT codes, NUBAN resolution, mobile networks, holidays, ISO 4217 currencies. Hosted by Mansa API, no key required.
MCPLink onlyFew stars
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 162 languages, sub-ms queries, 99% fewer tokens. Single static binary
SkillMIT★ 47kNo key
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
PythonMIT★ 4.3kNo key
DeepL translation: translate, usage, source/target languages. Free 500k chars/mo.
Hosted by authorMITFew starsNo key
Copy/paste detector for source code. 220+ languages, Rust engine, SARIF/HTML/badge reporters, GitHub Action, MCP server for AI agents.
SkillMIT★ 6.4kNo key
[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero
PythonAGPL-3.0★ 38kNo key
IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is available as a co
OfficialSkillApache-2.0★ 495No key
Free, open-source flashcards with FSRS spaced repetition for 60 languages: ready word lists, a learner's dictionary, grammar and a translator that explains every word. No sign-up, no ads, works offlin
Hosted by authorAGPL-3.0★ 8No key
Code intelligence CLI — function-level dependency graph across 34 languages, 34-tool MCP server for AI agents, complexity metrics, architecture boundary enforcement, CI quality gates, git diff impact
Node.jsApache-2.0★ 99No key
Open-source, self-hosted enterprise & site search server built on OpenSearch. Crawls web / file / DB / cloud sources, 20+ languages, REST API, and AI/RAG & semantic search. Apache-2.0.
SkillApache-2.0★ 1.1kNo key
Sandboxed runtime for programming languages and WASI binaries. Works in the browser, on your server, or via MCP.
Node.jsMIT★ 775No key
A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for
Node.jsGPL-3.0★ 4.3kNo key
Scaffold production-ready full-stack apps in TypeScript, Rust, Python, Go, and Java with a visual builder and CLI. Choose your frontend, backend, database, auth, AI, payments, and DevOps integrations,
SkillMIT★ 801No key
Open source, privacy-first Voice of Customer analytics. A self-hosted alternative to Enterpret and Unwrap that strips PII from feedback before any LLM sees it.
SkillApache-2.0★ 1.4kNo key
~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server
Node.jsMIT★ 647No key
Autonomous Project Management Framework for Claude Code - Advanced AI-powered development automation
Node.jsMIT★ 39No key
Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally free and fun.
PythonMIT★ 3.1kNo key
Document translation API that keeps the layout: PDFs, scans, Word, PowerPoint, Excel, EPUB in 474+ languages. REST, webhooks and a remote MCP server.
Hosted by authorMITFew starsNo key
MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.
GoMIT★ 163No key
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.
PythonApache-2.0★ 518No key
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