gpt-researcher
An autonomous agent that conducts deep research on any data using any LLM providers
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assafelovic
Source: github_topic · also listed on mcp.so
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REACT_APP_GPTR_API_URLMONOCLE_TRACINGMONOCLE_EXPORTERSOKAHU_API_KEYSTRATEGIC_LLMCORS_ALLOW_ORIGINSREPORT_STORE_PATHDOC_PATHStep 1: Add the env variable pointing to the folder where your documents are located.AGENT_DISCOVERY_CONTACTOPENAI_API_KEYTAVILY_API_KEYGOOGLE_API_KEYGOOGLE_CX_KEYBING_API_KEYSEARCHAPI_API_KEYSERPAPI_API_KEYSERPER_API_KEYSEARX_URLRETRIEVEROPENAI_EMBEDDING_MODELCONFIG_PATHSMART_LLMREASONING_EFFORTEMBEDDING_PROVIDEROLLAMA_EMBEDDING_MODELLLM_PROVIDERFAST_LLM_MODELSMART_LLM_MODELSIMILARITY_THRESHOLDCOMPRESSION_THRESHOLDMAX_CONTENT_CHARSOPENAI_BASE_URLAZURE_OPENAI_ENDPOINTAZURE_OPENAI_API_KEYOPENAI_API_VERSIONOLLAMA_BASE_URLVOYAGE_API_KEYAIMLAPI_API_KEYAIMLAPI_BASE_URLOPENROUTER_API_KEYMINIMAX_API_KEYNEBIUS_API_KEYNEBIUS_BASE_URLAZURE_CONTAINER_NAMELLM_KWARGSALLOW_PRIVATE_URLSMISTRAL_BASE_URLDASHSCOPE_API_KEYDEEPSEEK_API_KEYATLASCLOUD_API_KEYOPENROUTER_LIMIT_RPSVLLM_OPENAI_API_KEYVLLM_OPENAI_API_BASEFORGE_API_KEYAVIAN_API_KEYGEMINI_API_KEYMODELSLAB_API_KEYBOCHA_API_KEYBRAVE_API_KEYCRW_API_KEYRETRIEVER_ENDPOINTEXA_API_KEYGETXAPI_API_KEYNEXT_PUBLIC_BACKEND_URLNEXT_PUBLIC_GA_MEASUREMENT_IDNEXT_PUBLIC_GPTR_API_URLAZURE_CONNECTION_STRINGTool 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
2/2 tools missing one or more hints — search_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); custom_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). 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.
Tool test coverage
Only 0/2 tools referenced in tests (0%)
Write tests that reference each tool by name so every tool has at least one test.
Readable source code
2 files are minified or bundled, which is usually build output rather than concealment
Ship unminified, readable source.
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[](https://m8ven.ai/mcp/assafelovic/gpt-researcher)?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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