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Update biopython/mcp_output/mcp_plugin/mcp_service.py
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biopython/mcp_output/mcp_plugin/mcp_service.py
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@@ -6,8 +6,14 @@ sys.path.insert(0, source_path)
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from fastmcp import FastMCP
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from Bio.SeqIO import parse, read, write
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from Bio.Blast.NCBIWWW import qblast
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from Bio.Entrez import efetch, esearch
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mcp = FastMCP("biopython_service")
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@@ -30,6 +36,25 @@ def seqrecord_to_dict(record):
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] if record.features else []
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}
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@mcp.tool(name="seqio_parse", description="Parse sequence data from a file.")
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def seqio_parse(file_path: str, format: str) -> dict:
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"""
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@@ -76,7 +101,7 @@ def seqio_write(sequences, file_path: str, format: str) -> dict:
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Writes sequences to a file.
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Parameters:
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- sequences: List of sequences to write.
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- file_path: Path to the output file.
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- format: Format of the output file (e.g., 'fasta').
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@@ -84,7 +109,22 @@ def seqio_write(sequences, file_path: str, format: str) -> dict:
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- A dictionary with success status and number of records written or error message.
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"""
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try:
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return {"success": True, "result": count, "error": None}
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except Exception as e:
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return {"success": False, "result": None, "error": str(e)}
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@@ -134,15 +174,32 @@ def entrez_esearch(db: str, term: str) -> dict:
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Searches NCBI's Entrez databases.
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Parameters:
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- db: Database to search (e.g., 'pubmed').
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- term: Search term.
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Returns:
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- A dictionary with success status and search results or error message.
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"""
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try:
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except Exception as e:
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return {"success": False, "result": None, "error": str(e)}
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from fastmcp import FastMCP
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from Bio.SeqIO import parse, read, write
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from Bio.Seq import Seq
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from Bio.SeqRecord import SeqRecord
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from Bio.Blast.NCBIWWW import qblast
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from Bio.Entrez import efetch, esearch, email
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import Bio.Entrez
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# 设置 NCBI Entrez email(必需)
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Bio.Entrez.email = "biopython-mcp@huggingface.co"
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mcp = FastMCP("biopython_service")
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] if record.features else []
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}
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def dict_to_seqrecord(seq_dict):
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"""Convert a dictionary back to a SeqRecord object."""
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if isinstance(seq_dict, SeqRecord):
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return seq_dict
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# 从字典创建 SeqRecord
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record = SeqRecord(
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Seq(seq_dict.get("sequence", "")),
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id=seq_dict.get("id", ""),
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name=seq_dict.get("name", ""),
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description=seq_dict.get("description", "")
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)
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# 添加注释
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if "annotations" in seq_dict:
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record.annotations.update(seq_dict["annotations"])
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return record
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@mcp.tool(name="seqio_parse", description="Parse sequence data from a file.")
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def seqio_parse(file_path: str, format: str) -> dict:
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"""
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Writes sequences to a file.
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Parameters:
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- sequences: List of sequences to write (can be SeqRecord objects or dicts).
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- file_path: Path to the output file.
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- format: Format of the output file (e.g., 'fasta').
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- A dictionary with success status and number of records written or error message.
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"""
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try:
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# 如果 sequences 是列表,将每个元素转换为 SeqRecord
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if isinstance(sequences, list):
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records = []
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for seq in sequences:
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if isinstance(seq, dict):
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records.append(dict_to_seqrecord(seq))
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else:
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records.append(seq)
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else:
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# 如果是单个对象
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if isinstance(sequences, dict):
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records = [dict_to_seqrecord(sequences)]
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else:
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records = [sequences]
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count = write(records, file_path, format)
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return {"success": True, "result": count, "error": None}
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except Exception as e:
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return {"success": False, "result": None, "error": str(e)}
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Searches NCBI's Entrez databases.
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Parameters:
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- db: Database to search (e.g., 'nucleotide', 'protein', 'gene', 'pubmed').
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- term: Search term. Use proper NCBI query syntax:
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- gene_name[GENE] - Search by gene name
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- organism[ORGN] - Search by organism
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- "Homo sapiens"[ORGN] - Species filter
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- "RefSeq"[Filter] - Only RefSeq records
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Returns:
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- A dictionary with success status and search results or error message.
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Examples:
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- "TP53[gene] AND human[organism]"
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- "BRCA1[gene]"
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- "insulin[protein name]"
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"""
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try:
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# 确保 email 已设置
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if not Bio.Entrez.email:
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Bio.Entrez.email = "biopython-mcp@huggingface.co"
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# 使用 retmax 参数获取更多结果
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handle = esearch(db=db, term=term, retmax=100)
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result = handle.read()
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handle.close()
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return {"success": True, "result": result, "error": None}
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except Exception as e:
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return {"success": False, "result": None, "error": str(e)}
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