Ext Ops Panel
Open dashboard

Africa Data Bank

Trusted African data, provenance, citations, and catalog search for AI agents.

MCP server · by Africa-Data-Bank

About

Africa Data Bank is an MCP server published by Africa-Data-Bank. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-13.

What it asks for

  • Runs on your machine
  • Secrets: 1
  • Settings: 2

Requires: AFRICADB_API_TOKEN (secret)

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a local MCP server: Docker image

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --env "AFRICADB_API_TOKEN=<YOUR_AFRICADB_API_TOKEN>" --transport stdio africadb -- docker run -i --rm -e AFRICADB_API_TOKEN docker.io/jmatrixjnr/afridb-mcp-server:1.0.1
Codex~/.codex/config.toml
[mcp_servers.africadb]
command = "docker"
args = ["run", "-i", "--rm", "-e", "AFRICADB_API_TOKEN", "docker.io/jmatrixjnr/afridb-mcp-server:1.0.1"]

[mcp_servers.africadb.env]
AFRICADB_API_TOKEN = "<YOUR_AFRICADB_API_TOKEN>"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "africadb": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "AFRICADB_API_TOKEN",
        "docker.io/jmatrixjnr/afridb-mcp-server:1.0.1"
      ],
      "env": {
        "AFRICADB_API_TOKEN": "<YOUR_AFRICADB_API_TOKEN>"
      }
    }
  }
}
DockerTerminal
docker run -i --rm -e "AFRICADB_API_TOKEN=<YOUR_AFRICADB_API_TOKEN>" docker.io/jmatrixjnr/afridb-mcp-server:1.0.1

Replace the values in angle brackets with your own. We show the names of the settings, never values.

Optional settings it also lists: AFRICADB_API_URL.

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 1.0.1 No figure published Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

Nothing has moved on this plugin since we started watching it.

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • AMIRA — Africa Multiple Research Data

    Read-only access to AMIRA, the Africa Multiple research-data platform on Omeka S.

    by AM-Digital-Research-Environment · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • AIKI Knowledge Commons

    Authenticated MCP access to the AIKI open knowledge commons.

    by opnwiki · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • lorg-mcp-server io.github.LorgAI/lorg-mcp-server

    Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP

    by LorgAI · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Marmot Data Catalog

    Open-source data catalog. Search assets, explore lineage, and find ownership.

    by marmotdata · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • OriginGrid

    AI Agent Source Registry. 288K+ curated sources for agentic search and discovery.

    by origingrid.net · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • AIdata site search

    Read-only search over the aidata.stream documentation, blog, changelog, pricing and FAQ.

    by aidata.stream · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • RealWorldAPIs

    Evidence-first registry of real-world APIs for AI agents, with verified metadata and comparison.

    by realworldapis.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Data Aggregator

    Find & fetch research datasets across 20 archives, omics registries, and literature sources.

    by musharna · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Argus Retrieval

    Multi-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.

    by Khamel83 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Mozilla Data Collective

    Search the Mozilla Data Collective catalog of ethically sourced AI training datasets.

    by mozilladatacollective.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • alloydb

    Create, connect, and interact with an AlloyDB for PostgreSQL database and data.

    by gemini-cli-extensions · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • public-api-toolkit

    Stop wasting tokens on things free APIs can answer instantly. A cross-platform MCP server that turns public APIs into clean, agent-ready tools.

    by nikhilreddy3888 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • sciagent-skills

    197 ready-to-use life sciences skills that turn Claude into a domain expert for genomics, proteomics, drug discovery, biostatistics, scientific computing, and scientific writing…

    by jaechang-hits · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • deep-research

    Multi-agent deep research pipelines for Claude Code. Runs internet research, repository analysis, schema-driven structured research, and media research (via NotebookLM) using…

    by oduffy-delphi · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • compact-knowledge-graph-ckg

    Build and query Compact Knowledge Graphs directly in Claude Code. Includes a skill to convert any CSV into a CKG and an MCP server with 8 pre-built domains. 42x more efficient…

    by Yarmoluk · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • alloydb

    Create, connect, and interact with an AlloyDB for PostgreSQL database and data.

    by gemini-cli-extensions · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • atlan

    Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…

    by atlanhq · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • pixeltable

    Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.

    by pixeltable · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • mongodb-mcp-server io.github.mongodb-js/mongodb-mcp-server

    MongoDB Model Context Protocol Server

    by mongodb-js · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude Code: claude-plugins-community · Describes nearly the same job

  • duckdb-skills

    DuckDB-powered skills for Claude Code: read any data file, attach and query DuckDB databases, search DuckDB/DuckLake docs, search past session logs, and install/update DuckDB…

    by duckdb · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • Bio Research

    Connect to preclinical research tools and databases (literature search, genomics analysis, target prioritization) to accelerate early-stage life sciences R&D

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • atlan

    Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…

    by atlanhq · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • pixeltable

    Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.

    by pixeltable · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • exa

    Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…

    by exa-labs · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Docker MCP Catalog, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

  • Maven Bio

    Evidence-backed BioPharma research workflows over Maven Bio's drug, trial, company, and deal knowledge graph. Skills for competitive pipelines, indication landscapes, asset…

    by MavenBio · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Life Science Research

    General life-sciences research workflows with query routing, evidence synthesis, and optional parallel subagent analysis across genetics, omics, biology, chemistry, structure…

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • NVIDIA

    Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…

    by NVIDIA · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Data Analytics

    Answer product and business questions with data

    by Data Analytics Maintainers · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • OpenAI Developers

    Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Consensus

    Consensus is the go-to MCP for academic research. Connect directly to 220M+ peer-reviewed papers to search, synthesize, and build structured research outputs from within your…

    by Consensus · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • OmniScholar

    Literature, Zotero, PDF, citation, materials, and scientific image tools for research agents.

    by luffysolution-svg · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • alloydb

    Create, connect, and interact with an AlloyDB for PostgreSQL database and data.

    by gemini-cli-extensions · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • clio-research-skills

    Skills for the clio-research workflow: find papers on a topic and the datasets behind them.

    by IoWarp Team - Gnosis Research Center · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • Contentrain

    Git-native content governance for AI agents — 27 deterministic MCP tools over stdio and HTTP.

    by Contentrain · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • Locus

    Pay-per-use APIs for agents: web research, data lookups, and metered endpoints billed to credits.

    by paywithlocus.com · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • doublecheck

    Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • BLEA

    Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.

    by Nitmi · MCP server

    Listed on: Official MCP Registry, Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • ai-team-orchestration

    Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.

    by Denis Evdokimov · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • TimeBase

    Explore and query TimeBase streams, schemas, QQL, symbols, and server status via MCP.

    by epam · MCP server

    Listed on: Official MCP Registry, Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • apify

    Helps devs extract data from any website with thousands of trusted scrapers, crawlers, and automations from Apify Store. Integrate ready-made Actors to access all popular social…

    by apify · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes a similar job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • mcp-apps

    Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Clay

    Enrich people and companies, run AI research agents.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Google Cloud BigQuery

    Explore datasets and tables and run SQL queries.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Profound

    Track AI visibility, sentiment, and citations.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Guru

    Search company knowledge and draft verified answers.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Mem

    Capture, search, and organize notes and collections.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • Program Integrity Alliance

    An MCP server to help make U.S. Government open datasets AI-friendly.

    by Program-Integrity-Alliance · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Needle Remote

    Production-ready RAG service to search and retrieve data from your documents.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Kagi Search

    The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

    by kagisearch · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Opik

    Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

    by comet-ml · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • Perplexity

    Connector for Perplexity API, to enable real-time, web-wide research.

    by perplexityai · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • AMIRA — Africa Multiple Research Data

    Read-only access to AMIRA, the Africa Multiple research-data platform on Omeka S.

    by AM-Digital-Research-Environment · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • AIKI Knowledge Commons

    Authenticated MCP access to the AIKI open knowledge commons.

    by opnwiki · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • lorg-mcp-server io.github.LorgAI/lorg-mcp-server

    Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP

    by LorgAI · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Marmot Data Catalog

    Open-source data catalog. Search assets, explore lineage, and find ownership.

    by marmotdata · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • OriginGrid

    AI Agent Source Registry. 288K+ curated sources for agentic search and discovery.

    by origingrid.net · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Is this your plugin?

Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built