MarketScope AI MCP Server
Enables AI-powered analysis of healthcare market segments, product comparisons, and sales data insights using natural language processing and retrieval-augmented generation.
Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
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BigDataTeam5
Source: Glama
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Install from
The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
OPENAI_API_KEYGROK_API_KEYREDDIT_CLIENT_IDREDDIT_SECRETREDDIT_USERNAMEREDDIT_PASSWORDREDDIT_USER_AGENTSHOPIFY_API_KEYSHOPIFY_STORE_URLSNOWFLAKE_USERSNOWFLAKE_PASSWORDSNOWFLAKE_ACCOUNTSNOWFLAKE_WAREHOUSESNOWFLAKE_ROLEAPI_PORTMCP_PORTSNOWFLAKE_DATABASEAWS_SERVER_PUBLIC_KEYAWS_SERVER_SECRET_KEYAWS_REGIONBUCKET_NAMES3_CHUNKS_PATHS3_CHUNKS_FILEPINECONE_API_KEYPINECONE_ENVPINECONE_INDEX_NAMEANTHROPIC_API_KEYGOOGLE_API_KEYDEEPSEEK_API_KEYMCP_SERVER_URLSALES_MCP_URLMARKET_MCP_URLSNOWFLAKE_MCP_URLPINECONE_ENVIRONMENTMistral_API_KEYTool 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
32/32 tools missing one or more hints — pinecone_search (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); fetch_s3_chunk (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_chunks_metadata (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +29 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
1 tool perform destructive updates without destructiveHint — post_to_reddit deletes at line 163 (os.remove(image_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.
Tool inputs are validated
25/29 tool handlers declare input schemas (86%)
Declare an inputSchema with zod/joi/yup on every tool definition.
Tool handlers catch errors
28/29 tool handlers wrap calls in try/catch (97%)
Wrap each tool handler body in try/catch and return a structured error response.
License file
No license file
Add a LICENSE file (MIT, Apache-2.0, etc.).
Tests exist
No test files found
Add tests that exercise each declared tool.
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