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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "amira-mcp-server": {
      "type": "http",
      "url": "https://data.africamultiple.uni-bayreuth.de/mcp"
    }
  }
}

claude mcp add --transport http amira-mcp-server https://data.africamultiple.uni-bayreuth.de/mcp

[mcp_servers.amira-mcp-server]
url = "https://data.africamultiple.uni-bayreuth.de/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "amira-mcp-server": {
      "type": "remote",
      "url": "https://data.africamultiple.uni-bayreuth.de/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "amira-mcp-server": {
      "type": "http",
      "url": "https://data.africamultiple.uni-bayreuth.de/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=amira-mcp-server&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vZGF0YS5hZnJpY2FtdWx0aXBsZS51bmktYmF5cmV1dGguZGUvbWNwIn0%3D"
}

{
  "servers": {
    "amira-mcp-server": {
      "type": "http",
      "url": "https://data.africamultiple.uni-bayreuth.de/mcp"
    }
  }
}

{
  "mcpServers": {
    "amira-mcp-server": {
      "httpUrl": "https://data.africamultiple.uni-bayreuth.de/mcp"
    }
  }
}

extensions:
  "amira-mcp-server":
    enabled: true
    name: "amira-mcp-server"
    type: streamable_http
    uri: "https://data.africamultiple.uni-bayreuth.de/mcp"
    timeout: 300

Quality 81 / 100good

protocol100 · weight 25

pass
protocol.modernsupports 2026-07-28 (server/discover)
pass
protocol.statelessanswers without a session
pass
protocol.transportstreamable HTTP
pass
protocol.list_ttltool list is cacheable (ttlMs 3600000)

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene93 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations35 of 35 tools declare readOnlyHint or destructiveHint
pass
tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
warn
tools.token_costabout 8,793 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability25 · weight 15

warn
stability.changes40 tool changes in 30 days
fail
stability.rug_pull29 tools kept their name but changed most of their description in 30 days; review before trusting them

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

35 tools, about 8,793 tokens to load them all · tool set bd5f2ad9fb3c · tools last changed 2026-10-19 · checked 2026-10-20 13:17 UTC

Tool changes

2026-10-19fetchchangedinput schema
2026-10-19searchchangedoutput schema
2026-10-19get_research_itemchangedinput schema
2026-10-08resolve_entitychangedoutput schema
2026-10-08get_personchangeddescription
before
Person affiliations, authority identifiers, PI/member projects, credited items, publications and top collaborators. Lists cap at 50 with totals. Use id to disambiguate.
after · 64% of words in common
Person affiliations, identifiers, project and section roles, credited items, publications, podcasts, videos and collaborators. Lists cap at 50 with totals. Use id to disambiguate.
2026-10-07fetchchangeddescription, input schema, annotationsmeaning changed
before
Retrieve one AMIRA record by an `id` from the search tool. Returns { id, title, text, url, metadata } — `text` concatenates the record's descriptive fields, `url` is the citable AMIRA/Omeka page, and DOI / watch / listen URLs appear in metadata when available. Large text is OPT-IN: video and podcast transcripts, and publications' extracted PDF full text, are omitted by default (metadata reports has_transcript / transcript_length and has_fulltext / fulltext_length) because either can run to tens of thousands of characters. Set the matching include_* flag to append one, and page it with the offset/max_chars pair — the window is sized to what `max_chars` leaves after the metadata header, and `*_returned_chars` is exactly what landed in `text`, so the next page starts at offset + returned_chars with no gap.
after · 12% of words in common
Read a typed search result as a cited document. Full text/transcripts are opt-in and pageable; metadata and text respect exposure policy. Unknown ID returns an error.
2026-10-07searchchangeddescription, input schema, output schema, annotationsmeaning changed
before
Search the Africa Multiple (AMIRA) research collection, ranked by relevance. Covers research items (digitised artefacts), the cluster bibliography (reaching INTO the extracted full text of open-access publications), podcasts and YouTube videos (reaching INTO their transcripts), and the cluster's projects and research sections. Matching is accent-insensitive. Returns { results: [{ id, title, url }] }, where `url` is the citable AMIRA/Omeka record page; pass an `id` to the fetch tool for the full record. (The OpenAI/ChatGPT-compatible entry point; richer filtered tools — search_research_items, find_related, list_* — are also available.)
after · 16% of words in common
Ranked search across items, publications, videos, podcasts, projects and sections. Returns typed IDs, titles and citation URLs. Fetch selected records for evidence.
2026-10-07get_snapshot_changesadded
Page added/updated/deleted records between retained snapshots from this Omeka instance. Lists available snapshot IDs when fewer than two exist. For recent additions without history, use added_since on the search tools.
2026-10-07get_data_qualityadded
Snapshot coverage and missing metadata, unresolved loaded-authority links, and sanitized refresh status. Missing catalogue metadata is not evidence of real-world absence.
2026-10-07compare_collectionsadded
Compare 2–4 projects or item sets with identical research-item filters. Reports denominators, missingness, dates and top types/languages; collections can overlap.

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 96 / 100

provenance90

liveness100

freshness100

hygiene95

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-0d-ago -unpinned-packages(1)

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://data.africamultiple.uni-bayreuth.de/mcp` streamable-http	none	yes	100%	904 ms	2026-07-28	2026-10-20

package	registry	version	runtime	secrets
`https://github.com/AM-Digital-Research-Environment/amira-mcp-server/releases/download/v1.25.0/amira-mcp-server.mcpb`	mcpb	unpinned	–

Tools (35)

`compare_collections`read-only	Compare 2–4 projects or item sets with identical research-item filters. Reports denominators, missingness, dates and top types/languages; collections can overlap.
`fetch`read-only	Read a typed search result as a cited document. Full text/transcripts are opt-in and pageable; metadata and text respect exposure policy. Unknown ID returns an error.
`find_related`read-only	Subjects, people, places and projects connected through shared records. Per-corpus counts deduplicate each record; subject/person seeds also include publications. Returns ambiguity and cited samples.
`get_collection_overview`read-only	Start here: corpus counts, text coverage, breakdowns, dates, snapshot freshness and refresh status.
`get_data_quality`read-only	Snapshot coverage and missing metadata, unresolved loaded-authority links, and sanitized refresh status. Missing catalogue metadata is not evidence of real-world absence.
`get_entity_graph`read-only	One-hop graph from a typed ID: explicit catalogue links and derived co-occurrence with distinct-record counts and cited evidence. Pass edge_id to page its evidence; pin snapshot_id across pages.
`get_institution`read-only	Institution or group profile: identifiers, members, funded projects and credited items, with citation links.
`get_person`read-only	Person affiliations, identifiers, project and section roles, credited items, publications, podcasts, videos and collaborators. Lists cap at 50 with totals. Use id to disambiguate.
`get_podcast`read-only	Podcast detail, duration, audio file and citation link; says which model generated the transcript. Transcript is opt-in, bounded and pageable.
`get_project`read-only	Project description, team, sections, funders, item counts by type, top subjects and ten sample research items, with citation links.
`get_publication`read-only	Publication metadata and citation export (BibTeX default). Full text is opt-in and paginated. Cite amira_url; DOI/repository links are additional sources.
`get_research_item`read-only	Research-item metadata, linked entities, rights, media files, IIIF manifest and a generated citation (BibTeX/RIS/CSL-JSON). Long fields cap at 25,000 characters.
`get_research_section`read-only	One research section's description, team and projects, each with its research-item count.
`get_snapshot_changes`read-only	Page added/updated/deleted records between retained snapshots from this Omeka instance. Lists available snapshot IDs when fewer than two exist. For recent additions without history, use added_since on the search tools.
`get_text_passages`read-only	Find literal accent-insensitive keyword passages in selected publication/video/podcast IDs. Original UTF-16 offsets, bounded context, and citations. Requires full text exposure; no semantic ranking.
`get_video`read-only	Video detail, thumbnail and citation link; says how the transcript was produced when recorded. Transcript is opt-in, bounded and pageable.
`list_categories`read-only	Ranked formats, languages or resource types used by research items. Feed values into the corresponding search filters.
`list_cluster_partners`read-only	Cluster partner institutions grouped by catalogue category, with citation links.
`list_collections`read-only	Omeka item sets ranked by research-item count, with catalogue links. Feed an ID into search_research_items.collection.
`list_groups`read-only	Browse research groups and associations by name, with citation links.
`list_institutions`read-only	Browse institution authorities by name or acronym (e.g. 'UJKZ'), with project counts and citation links.
`list_journals`read-only	Publication venues ranked by linked bibliography records, with ISSN and catalogue links.
`list_locations`read-only	Research places with coordinates and ancestor rollups. One item can count under both city and country. Feed a name into search_research_items.location.
`list_publication_facets`read-only	Ranked facets for the entire filtered bibliography before pagination. Uses the same selection rules as search_publications.
`list_research_sections`read-only	Cluster research sections, funding phases, project/item counts and citation links. Includes the external-collection grouping.
`list_subjects`read-only	Subject headings (LCSH or free tags) ranked by distinct research-item count. Feed a heading into search_research_items.subject.
`list_years`read-only	Research-item year/decade histogram with dated and undated counts. A date range counts in each spanned bucket. Supports shared item filters and pagination.
`resolve_entity`read-only	Resolve a label or typed ID to cited candidates. Returns ambiguity instead of merging names. Use a returned id with get_entity_graph or get_* tools.
`search`read-only	Ranked search across items, publications, videos, podcasts, projects and sections. Returns typed IDs, titles and citation URLs. Fetch selected records for evidence.
`search_persons`read-only	Find canonical person authority records. Names accept either order and ignore accents. Use resolve_entity to disambiguate homonyms.
`search_podcasts`read-only	Search podcast metadata and transcripts. Text-only hits include snippets; full transcripts require get_podcast with opt-in.
`search_projects`read-only	Search project names, descriptions and membership. Returns cited summaries and item counts; use get_project for detail.
`search_publications`read-only	AND-filtered bibliography, newest first. Keyword includes PDF text and returns match snippets. citation_format returns citations per page; export links every match as one file. Cite amira_url.
`search_research_items`read-only	Search digitised research items. Filters are AND-combined; empty results suggest a filter to relax or a stored place name. export links all matches as a file.
`search_videos`read-only	Search video metadata and transcripts. Text-only hits include snippets; full transcripts require get_video with opt-in.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.github.AM-Digital-Research-Environment/amira-mcp-server",
  "icons": [
    {
      "src": "https://raw.githubusercontent.com/AM-Digital-Research-Environment/amira-mcp-server/main/icon.png",
      "sizes": [
        "512x512"
      ],
      "mimeType": "image/png"
    }
  ],
  "title": "AMIRA — Africa Multiple Research Data",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://data.africamultiple.uni-bayreuth.de/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.25.0",
  "packages": [
    {
      "transport": {
        "type": "stdio"
      },
      "fileSha256": "9ffef05daf20ff0132456f859d8fb5bb76feedb80999991659e807250b6ee933",
      "identifier": "https://github.com/AM-Digital-Research-Environment/amira-mcp-server/releases/download/v1.25.0/amira-mcp-server.mcpb",
      "registryType": "mcpb"
    }
  ],
  "repository": {
    "id": "1256027192",
    "url": "https://github.com/AM-Digital-Research-Environment/amira-mcp-server",
    "source": "github"
  },
  "websiteUrl": "https://github.com/AM-Digital-Research-Environment/amira-mcp-server#readme",
  "description": "Read-only access to AMIRA, the Africa Multiple research-data platform on Omeka S."
}