Collecting a variety of Agent-Ready tool modules
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deepmodeling
Source: github_code
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MCP_TRANSPORTASKCOS_API_URLHMIX_DATA_PATHSCALER_TYPE_PATHSCALER_STRUC_PATHTYPE_MODEL_PATHSTRUCTURE_MODEL_PATHORCAPDB_MCP_HOSTPDB_MCP_PORTZOTERO_LOCALCHEMBL_MCP_HOSTCHEMBL_MCP_PORTPYTHONUNBUFFEREDABACUSAGENT_HOSTABACUSAGENT_PORTABACUSAGENT_TRANSPORTABACUSAGENT_MODELMODELABACUSAGENT_WORK_PATHOPENAI_API_KEYGEMINI_API_KEYGOOGLE_API_KEYZOTERO_EMBEDDING_MODELOPENAI_EMBEDDING_MODELGEMINI_EMBEDDING_MODELZOTERO_LIBRARY_IDZOTERO_LIBRARY_TYPEZOTERO_API_KEYZOTERO_PDF_MAXPAGESVIRTUAL_ENVXDG_CONFIG_HOMEABACUS_PP_PATHABACUS_ORB_PATHBADER_EXEABACUSAGENT_SUBMIT_TYPEABACUS_COMMANDBOHRIUM_ABACUS_COMMANDBOHRIUM_ABACUS_IMAGEBOHRIUM_ABACUS_MACHINETool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
114/114 tools missing one or more hints — retrosynthesis_planning (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); reaction_prediction (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); single_step_retrosynthesis (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +111 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Destructive tools are labelled
5 tools perform destructive updates without destructiveHint — optimize_structure deletes at line 177 (Path(traj_file).unlink()); HEA_predictor deletes at line 67 (os.remove(folds_file)); generate_crystalformer_structures deletes at line 1380 (shutil.rmtree(output_path))
Add destructiveHint:true to any tool whose handler calls .delete(), .upsert(), .update(), unlink, rm, DELETE, DROP, REPLACE INTO, or any operation that overwrites existing data.
Descriptions match behaviour
6 tools describe read intent but their handlers mutate — search_paper (line 93: with open(file_path, "wb") as f:); fetch_structures_with_filter (line 142: (out_folder / "summary.json").write_text(json.dumps(manifest, indent=2))); fetch_structures_with_spg (line 269: (out_folder / "summary.json").write_text(json.dumps(manifest, indent=2)))
Rename the tool, rewrite the description, or move the side-effect into a separate clearly-named tool.
Tool inputs are validated
109/111 tool handlers declare input schemas (98%)
Declare an inputSchema with zod/joi/yup on every tool definition.
Tool handlers catch errors
85/111 tool handlers wrap calls in try/catch (77%)
Wrap each tool handler body in try/catch and return a structured error response.
Tests exist
No test files found
Add tests that exercise each declared tool.
Shell command execution
8 child_process calls — runs shell commands
Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.
Tool description accuracy
6 tools have description/behavior mismatches: search_paper: description implies read-only but handler writes/deletes/executes; fetch_structures_with_filter: description implies read-only but handler writes/deletes/executes; fetch_structures_with_spg: description implies read-only but handler writes/deletes/executes
Update tool descriptions to accurately reflect all capabilities — especially write, delete, or execute operations.
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[](https://m8ven.ai/mcp/deepmodeling-ai4s-agent-tools-5l0zi4)?variant=verified from the URL.Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.
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