{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_tp5qnv99snu9","handle":"chromadb-mcp-ollama","url":"https://wellknown.network/agents/chromadb-mcp-ollama","links":{"self":"https://wellknown.network/agents/chromadb-mcp-ollama/record.json","html":"https://wellknown.network/agents/chromadb-mcp-ollama","markdown":"https://wellknown.network/agents/chromadb-mcp-ollama/record.md","api":"https://wellknown.network/api/v1/agents/chromadb-mcp-ollama","status":"https://wellknown.network/api/v1/agents/chromadb-mcp-ollama/status","claim":"https://wellknown.network/agents/chromadb-mcp-ollama/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/chromadb-mcp-ollama/claim.json","badge":"https://wellknown.network/agents/chromadb-mcp-ollama/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/chromadb-mcp-ollama/history","tools":"https://wellknown.network/api/v1/agents/chromadb-mcp-ollama/tools"},"ard":{"identifier":"urn:air::server:chromadb-mcp-ollama","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"chromadb-mcp-ollama","summary":"Chroma MCP server with Ollama embedding configuration","description":"# chromadb-mcp-ollama\n\nModel Context Protocol server that mirrors the standard `chroma` MCP tools and adds first-class support for configuring Ollama embeddings (URL, model, timeout) so collections can be created with the Ollama embedding function.\n\n## Running\n\n```bash\nuv run chromadb-mcp-ollama \\\n  --client-type persistent \\\n  --data-dir /path/to/chroma/data \\\n  --dotenv-path /path/to/.env \\\n  --ollama-url http://localhost:11434 \\\n  --ollama-model nomic-embed-text \\\n  --ollama-timeout 90\n```\n\nKey flags (all also respect environment variables):\n\n- `--client-type` (`CHROMA_CLIENT_TYPE`): `http`, `cloud`, `persistent`, or `ephemeral`.\n- `--data-dir` (`CHROMA_DATA_DIR`): path for persistent client data.\n- `--host`/`--port` (`CHROMA_HOST`/`CHROMA_PORT`): Chroma server when using HTTP.\n- `--tenant`/`--database`/`--api-key`: cloud auth parameters.\n- `--dotenv-path` (`CHROMA_DOTENV_PATH`): optional env file to load before parsing flags.\n- `--ollama-url` (`OLLAMA_URL`): base URL for Ollama when `embedding_function_name=\"ollama\"`.\n- `--ollama-model` (`OLLAMA_MODEL` or `OLLAMA_EMBED_MODEL`): Ollama embedding model name.\n- `--ollama-timeout` (`OLLAMA_TIMEOUT`): Ollama request timeout in seconds.\n- `--default-embedding-function-name` (`CHROMA_DEFAULT_EMBEDDING_FUNCTION_NAME`): embedding function to use when opening existing collections (set this to match the embedding used when the collection was created; e.g. `ollama`).\n\n## MCP tools exposed\n\n- `chroma_list_collections`\n- `chroma_create_collection`\n- `chroma_peek_collection`\n- `chroma_get_collection_info`\n- `chroma_get_collection_count`\n- `chroma_modify_collection`\n- `chroma_fork_collection`\n- `chroma_delete_collection`\n- `chroma_add_documents`\n- `chroma_query_documents`\n- `chroma_get_documents`\n- `chroma_update_documents`\n- `chroma_delete_documents`\n\nThe tool signatures match the stock `chroma` MCP server. When calling `chroma_create_collection`, set `embedding_function_name=\"ollama\"` to use the Ollama embedding function wit…","publisher":null,"homepage":null,"repository":null,"version":"0.1.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:chromadb-mcp-ollama","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":0.825,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.791,"provenance":"derived"}],"categories":["data"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"chromadb-mcp-ollama","registry":"pypi","observedAt":"2026-11-09T01:27:32.202Z","publishedAt":"2025-12-01T08:00:09.289865Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"chromadb-mcp-ollama","url":"https://pypi.org/project/chromadb-mcp-ollama/","firstSeenAt":"2026-09-09T11:30:21.792Z","fetchedAt":"2026-11-09T01:26:40.178Z","normalizedAt":"2026-11-09T01:26:40.178Z"}]},"firstSeenAt":"2026-09-09T11:30:21.792Z","updatedAt":"2026-11-09T01:27:32.202Z"}