MCP servers and skills: search, filter by where they run, and compare.
1–24 of 911 tools for “african-languages”
Clear allNothing 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
International Education Standards MCP — CCSS, Singapore MOE, IB MYP and more. Grounding layer for LLM-powered education tools.
PythonMIT★ 5No key
Search official South African law, quote the exact section and check case citations.
Hosted by authorNo licenseFew 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
Dub audio and video into other languages using the ElevenLabs Dubbing API (dubbing_v2), preserving the original speakers' voices. Use when translating videos, podcasts, or recordings into other langua
OfficialSkillMIT★ 485 in collectionNo key
Adds or extends multilingual localization in a Power Pages code-site SPA. Use whenever the user asks to translate, localize, internationalize, support multiple languages, add a language selector, add
OfficialSkillMIT★ 1.0k in collectionNo key
Real-time African stock market data for AI assistants. 14 tools covering NGX, Mansa Markets, 13 African exchanges.
MCPLink onlyFew stars
Comprehensive guide for setting up and configuring CodeQL code scanning via GitHub Actions workflows and the CodeQL CLI. This skill should be used when users need help with code scanning configuration
OfficialSkillMIT★ 40k in collectionNo key
Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports multiple programming languages (.NET, Java, JavaS
OfficialSkillMIT★ 40k in collectionNo key
Pan-African and global cross-border payment gateway with mobile money rails (Flutterwave style)
SkillLink only★ 9
Audits, writes, and refines maintained first-party source-code comments and declaration-level documentation across languages. Use when adding, editing, reviewing, cleaning up, or auditing comments, do
OfficialSkillMIT★ 40k in collectionNo key
Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
OfficialSkillMIT★ 40k in collectionNo key
Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks, programming languages, and implement
OfficialSkillMIT★ 40k in collectionNo key
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
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, e
PythonApache-2.0★ 127kNo key
Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and
OfficialSkillMIT★ 40k in collectionNo key
Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete code snippets, pseudo-code, or
OfficialSkillMIT★ 40k in collectionNo key
Guidelines for proper localization of VS Code extensions, following VS Code extension development guidelines, libraries and good practices
OfficialSkillMIT★ 40k in collectionNo key
An Agent Skill that enables AI agents to run code snippets in multiple programming languages. Works with GitHub Copilot, Claude Code, and other skills-compatible agents.
SkillMIT★ 16No key
Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation. Scans .github/copilot directory files and copilot-instructions
OfficialSkillMIT★ 40k in collectionNo key
Generates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferences.
OfficialSkillMIT★ 40k in collectionNo key
Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'BM25 or sparse vectors?', 'how to rerank?', 'results are not relevant', 'I don't get needed results from
OfficialSkillMIT★ 40k in collectionNo key
Who stands behind it
