FindandSeek Engine (MunasheChitima/findandseek-engine) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 10 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100
10 days ago

FindandSeek Engine

A local-first file intelligence engine that indexes documents, code, and email on your machine using on-device models, and exposes that memory to any AI assistant over MCP for semantic search and structured fact retrieval.

→ MunasheChitima/findandseek-engine· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

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Who stands behind it

MunasheChitima

Source: Glama

Is this your MCP?

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Install from

Glamanot scored here

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.

// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 1 credential: OLLAMA_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configFINDANDSEEK_SMOKE_ORG
configFINDANDSEEK_MCP_CLIENT
configFINDANDSEEK_FETCH_MLX_VISION
configFINDANDSEEK_AGENT_SEARCH
configFINDANDSEEK_QUERY_EMBED
configFINDANDSEEK_OLLAMA_EMBED_MODEL
configFINDANDSEEK_OLLAMA_CHAT_MODEL
configFINDANDSEEK_POWER_SETTINGS
configFINDANDSEEK_PERFORMANCE_MODE
configFINDANDSEEK_EMBED_DIM
configFINDANDSEEK_TEST
configFINDANDSEEK_API_HOSTchange it — =0.0.0.0 would expose search over everything
configFINDANDSEEK_API_PORT
configFINDANDSEEK_MCP_HOST
configFINDANDSEEK_MCP_PORT
configFINDANDSEEK_BACKEND
configFINDANDSEEK_SUMMARY_MAX_CHARS
configFINDANDSEEK_MAX_FILE_MB
configFINDANDSEEK_PAUSE_ON_BATTERY
configFINDANDSEEK_RRF_K
configFINDANDSEEK_VEC_WEIGHT
configFINDANDSEEK_KW_WEIGHT
configFINDANDSEEK_SUMMARY_BOOST
configFINDANDSEEK_FILENAME_BOOST
configFINDANDSEEK_MAX_CHUNKS_PER_FILE
configFINDANDSEEK_DB_PATH
configFINDANDSEEK_SKIP_FTS_CHECK
configFINDANDSEEK_MLX_CLASSIFY_MODEL
configFINDANDSEEK_QUERY_EMBED_CACHE
configFINDANDSEEK_MLX_EMBED_MODEL
configFINDANDSEEK_MLX_CACHE_MB
configFINDANDSEEK_OLLAMA_TIMEOUT
configOLLAMA_BASE_URL
🔐 secretOLLAMA_API_KEY
configFINDANDSEEK_DEFAULT_CURRENCY
configFINDANDSEEK_COMPOSITE_OVERLAP_MAX
configFINDANDSEEK_COMPOSITE_ANCHORS
configFINDANDSEEK_MLX_SUMMARY_MODEL
configFINDANDSEEK_OLLAMA_CLOUD_KEY_FILE
configXDG_CONFIG_HOME
configFINDANDSEEK_OLLAMA_CONCURRENCY
configFINDANDSEEK_VLLM_BASE_URL
configFINDANDSEEK_VLLM_CHAT_MODEL
configFINDANDSEEK_VLLM_CONCURRENCY
configFINDANDSEEK_VLLM_TIMEOUT
configFINDANDSEEK_OCR_BIN
configFINDANDSEEK_OCR_TIMEOUT
configFINDANDSEEK_MLX_VISION_MODEL
configFINDANDSEEK_TESSERACT_BIN
configFINDANDSEEK_BATCH_SIZE
configFINDANDSEEK_MIN_FREE_GB
configFINDANDSEEK_ENABLE_OCR
configFINDANDSEEK_PARSE_RETRIES
configFINDANDSEEK_PARSE_BACKOFF
configFINDANDSEEK_EXTRACT_TIMEOUT_S
configFINDANDSEEK_SMOOTH_COOLDOWN_S
configFINDANDSEEK_OLLAMA_EMBED_CONCURRENCY
configFINDANDSEEK_ORGANIZE_PRECOMPUTE
configFINDANDSEEK_QUARANTINE_DIR
configFINDANDSEEK_CLASSIFY_VERIFY
configFINDANDSEEK_ORGANIZE_SETTINGS
configFINDANDSEEK_SEARCH_EXPAND
configFINDANDSEEK_SEARCH_RERANK_CANDIDATES
configFINDANDSEEK_SEARCH_RELEVANCE_FLOOR
configFINDANDSEEK_SEARCH_LEXICAL_FLOOR
configFINDANDSEEK_SEARCH_LEXICAL_MIN_REL
configFINDANDSEEK_SEARCH_MIN_RESULTS
configFINDANDSEEK_SEARCH_BACKFILL_FLOOR
configFINDANDSEEK_SEARCH_AFM_JUDGE
configFINDANDSEEK_RERANK_DIR
configFINDANDSEEK_RERANK_CE_WEIGHT
configFINDANDSEEK_EXCLUSIONS_PATH
configFINDANDSEEK_ROOTS_PATH
configFINDANDSEEK_SCAN_COMMIT_BATCH
configFINDANDSEEK_INDEX_CODE
// quality suggestions

Tool 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

10/10 tools missing one or more hints — search_files (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_summary (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); find_entity (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +7 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.

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.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 2 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/munashechitima/findandseek-engine)](https://m8ven.ai/mcp/munashechitima/findandseek-engine)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 17024663c09e865d9d006b12c17e5c6b5b1716f5
code hash: 172a1c2e8396fb244738b59407c2dda6c22d14821c0c9b907f3e7564a7ecb84f
verified: 9/2/2026, 11:25:48 PM
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