--- bezeichner: "io.github.Abhigyan-Shekhar/Waggle-mcp" art: "mcp_server" slug: "io-github-abhigyan-shekhar-waggle-mcp" paketkoordinate: "pypi:waggle-mcp" status: "aktiv" homepage: "https://github.com/Abhigyan-Shekhar/Waggle-mcp" erhebungsstand: "2026-10-11T01:17:01.851Z" namensraum: "io.github.Abhigyan-Shekhar" registerseite: "https://tracevero.com/mcp/io-github-abhigyan-shekhar-waggle-mcp" abgerufen_am: "2026-10-12" zugangsdaten_erforderlich: false ausfuehrungsort: "lokal" dateisystem_pfadargument: false quelloffen_einsehbar: true einsatzgebiet: "gedaechtnis" roh_beschreibung: "Persistent graph-backed conversational memory for AI agents." version: "0.1.8" roh_umgebungsvariablen: "WAGGLE_TRANSPORT, WAGGLE_BACKEND, WAGGLE_DB_PATH, WAGGLE_DEFAULT_TENANT_ID, WAGGLE_MODEL" roh_geheime_pflichtvariablen: "" roh_transportarten: "stdio" roh_pfadargumente: "" roh_repository_url: "https://github.com/Abhigyan-Shekhar/Waggle-mcp" roh_paketquellen: "pypi" roh_geheime_pflichtkopfzeilen: "" roh_pfad_umgebungsvariablen: "" roh_remote_adressen: "" roh_remote_hosts: "" roh_statusmeldung: "" roh_veroeffentlicht_am: "2026-04-21" roh_aktualisiert_am: "2026-04-21" roh_schemafassung: "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json" roh_bereitstellungsform: "paket" roh_repository_quelle: "github" roh_repository_unterordner: "" roh_paketbezeichner: "waggle-mcp" roh_paketversionen: "0.1.8" roh_laufzeithinweise: "" roh_umgebungsformate: "string" roh_umgebungsbeschreibungen: "WAGGLE_BACKEND=Backend database type: sqlite for local use or neo4j for service deployments. · WAGGLE_DB_PATH=Path to the SQLite memory database when WAGGLE_BACKEND is sqlite. · WAGGLE_DEFAULT_TENANT_ID=Default tenant ID for local or shared memory isolation. · WAGGLE_MODEL=Sentence-transformers model used for local embeddings. · WAGGLE_TRANSPORT=Transport mode for the MCP server." roh_symbolformate: "" roh_verbindungswege: "{\"packages\":[{\"registryType\":\"pypi\",\"identifier\":\"waggle-mcp\",\"version\":\"0.1.8\",\"transport\":\"stdio\",\"environment\":[{\"name\":\"WAGGLE_TRANSPORT\",\"description\":\"Transport mode for the MCP server.\",\"format\":\"string\",\"required\":false,\"secret\":false},{\"name\":\"WAGGLE_BACKEND\",\"description\":\"Backend database type: sqlite for local use or neo4j for service deployments.\",\"format\":\"string\",\"required\":false,\"secret\":false},{\"name\":\"WAGGLE_DB_PATH\",\"description\":\"Path to the SQLite memory database when WAGGLE_BACKEND is sqlite.\",\"format\":\"string\",\"required\":false,\"secret\":false},{\"name\":\"WAGGLE_DEFAULT_TENANT_ID\",\"description\":\"Default tenant ID for local or shared memory isolation.\",\"format\":\"string\",\"required\":false,\"secret\":false},{\"name\":\"WAGGLE_MODEL\",\"description\":\"Sentence-transformers model used for local embeddings.\",\"format\":\"string\",\"required\":false,\"secret\":false}],\"additional_arguments_declared\":false}],\"remotes\":[]}" --- # io.github.Abhigyan-Shekhar/Waggle-mcp ## Measured values | Property | Value | Source | Collected on | Level of trust | Raw declaration | | --- | --- | --- | --- | --- | --- | | Required secrets declared | false | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_geheime_pflichtvariablen: ; roh_geheime_pflichtkopfzeilen: | | Execution location | lokal | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_transportarten: stdio | | Path argument present | false | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_pfadargumente: ; roh_pfad_umgebungsvariablen: | | Repository URL listed | true | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_repository_url: https://github.com/Abhigyan-Shekhar/Waggle-mcp | | Field of use, derived from the vendor description | gedaechtnis | MCP-Register | 2026-08-26T16:45:01.514Z | abgeleitet | roh_beschreibung: Persistent graph-backed conversational memory for AI agents. | | Description (raw) | Persistent graph-backed conversational memory for AI agents. | MCP-Register | 2026-08-26T16:45:01.514Z | selbstauskunft | | | Declared version | 0.1.8 | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Environment variables (raw) | WAGGLE_TRANSPORT, WAGGLE_BACKEND, WAGGLE_DB_PATH, WAGGLE_DEFAULT_TENANT_ID, WAGGLE_MODEL | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Required secret variables (raw) | | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Transports (raw) | stdio | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Path arguments (raw) | | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Repository (raw) | https://github.com/Abhigyan-Shekhar/Waggle-mcp | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Package registries (raw) | pypi | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Required secret headers (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Path environment variables (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Remote URLs (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Remote hosts (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Registry status message (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | First listed in the registry (raw) | 2026-04-21 | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Last changed in the registry (raw) | 2026-04-21 | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Delivery form (raw) | paket | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Repository platform (raw) | github | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Repository subfolder (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Package identifiers (raw) | waggle-mcp | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Package versions (raw) | 0.1.8 | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Runtime hints (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Environment variable formats (raw) | string | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Environment variable descriptions (raw) | WAGGLE_BACKEND=Backend database type: sqlite for local use or neo4j for service deployments. · WAGGLE_DB_PATH=Path to the SQLite memory database when WAGGLE_BACKEND is sqlite. · WAGGLE_DEFAULT_TENANT_ID=Default tenant ID for local or shared memory isolation. · WAGGLE_MODEL=Sentence-transformers model used for local embeddings. · WAGGLE_TRANSPORT=Transport mode for the MCP server. | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Icon formats (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Connection paths (source structure) | {"packages":[{"registryType":"pypi","identifier":"waggle-mcp","version":"0.1.8","transport":"stdio","environment":[{"name":"WAGGLE_TRANSPORT","description":"Transport mode for the MCP server.","format":"string","required":false,"secret":false},{"name":"WAGGLE_BACKEND","description":"Backend database type: sqlite for local use or neo4j for service deployments.","format":"string","required":false,"secret":false},{"name":"WAGGLE_DB_PATH","description":"Path to the SQLite memory database when WAGGLE_BACKEND is sqlite.","format":"string","required":false,"secret":false},{"name":"WAGGLE_DEFAULT_TENANT_ID","description":"Default tenant ID for local or shared memory isolation.","format":"string","required":false,"secret":false},{"name":"WAGGLE_MODEL","description":"Sentence-transformers model used for local embeddings.","format":"string","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]} | MCP-Register | 2026-09-08T01:17:01.649Z | selbstauskunft | | ## Links - Namespace: [[namensraum/io-github-abhigyan-shekhar|io.github.Abhigyan-Shekhar]] --- - Registry page: - Retrieved on: 2026-10-12