Enables context-aware semantic search across codebases using Qdrant vector database with intelligent GitHub issue resolution, Projects V2 management, and progressive context retrieval for 95%+ token reduction in AI-assisted development.
Limited view. Automated analysis covers part of this stack. Findings reflect what we verified. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
Limited view: static analysis for Python is partially covered.
How we verified
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ancoleman
Source: Glama
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Install from
M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.
SENTENCE_TRANSFORMERS_HOMEQDRANT_CODE_EMBEDDING_MODELQDRANT_CONFIG_EMBEDDING_MODELQDRANT_DOC_EMBEDDING_MODELQDRANT_GENERAL_EMBEDDING_MODELQDRANT_CODE_EMBEDDING_FALLBACKQDRANT_CONFIG_EMBEDDING_FALLBACKQDRANT_DOC_EMBEDDING_FALLBACKCONFIG_PATHGITHUB_TOKENHF_HOMEHF_HUB_CACHEMCP_CLIENT_CWD"Get current directory with pwd, export to that value, then run health check"EMBEDDING_MODELQDRANT_HOSTQDRANT_PORTPYTORCH_ENABLE_MPS_FALLBACKPYTORCH_MPS_HIGH_WATERMARK_RATIOPYTORCH_MPS_LOW_WATERMARK_RATIOQDRANT_SPECIALIZED_EMBEDDINGS_ENABLEDQDRANT_LOG_DIRexport =/custom/path # Custom log directoryQDRANT_DOC_INSTRUCTION_PREFIXQDRANT_DISABLE_APPLE_SILICON_LIMITSQDRANT_MAX_MODELS_IN_MEMORYQDRANT_MEMORY_LIMIT_GBQDRANT_MODEL_CACHE_DIRQDRANT_CODE_QUERY_PREFIXTool 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
56/56 tools missing one or more hints — get_context (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_file_chunks (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); detect_changes (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +53 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.
Tool inputs are validated
49/56 tool handlers declare input schemas (88%)
Declare an inputSchema with zod/joi/yup on every tool definition.
Tool handlers catch errors
Only 22/56 tool handlers wrap calls in try/catch (39%)
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.
Shell command execution
3 child_process calls — runs shell commands
Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.
Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.
[](https://m8ven.ai/mcp/ancoleman-qdrant-rag-mcp-ihaokj)?variant=verified to the badge 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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