RecallForge (brianmeyer/recallforge) is an MCP server listed on the M8ven Trust Index. It scores 73 out of 100, grade C. It declares 26 tools. No publisher has claimed this listing.
Local-first MCP server enabling cross-modal search across text, images, documents, video, and audio transcripts. Provides 26 tools for ingesting, searching, and navigating local file systems with a 3-stage pipeline including reranking.
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.
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brianmeyer
Source: Glama
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RECALLFORGE_BACKENDauto auto, mlx, torchRECALLFORGE_MODEhybrid embed, hybridRECALLFORGE_MLX_QUANTIZE4bit 4bit, bf16RECALLFORGE_BENCH_CACHERECALLFORGE_STORAGERECALLFORGE_DISABLE_MLXFORCE_QWENVL_VIDEO_READERRECALLFORGE_STORE_PATH~/.recallforge Storage directoryRECALLFORGE_OVERFETCH_FACTORRECALLFORGE_MAX_CANDIDATESRECALLFORGE_RERANK_TOP_KRECALLFORGE_MEDIA_RERANK_MIN_RRF_MARGINRECALLFORGE_TRACERECALLFORGE_MCP_MAX_CONCURRENCYRECALLFORGE_MAX_FILE_QUERY_READ_BYTESRECALLFORGE_BULK_FLUSH_DOCSRECALLFORGE_BULK_FLUSH_EMBEDDINGSRECALLFORGE_BM25_FALLBACK_MAX_ROWSTool 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
26/26 tools missing one or more hints — search (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_fts (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_vec (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +23 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.
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.
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