Frontier Intelligence (ilyasni/frontier-intelligence) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 32 tools. No publisher has claimed this listing.

Warning

74/100

Frontier Intelligence

Item: Frontier Intelligence
Rating: 74
Author: M8ven

A personal monitoring and trend synthesis system that collects signals from multiple sources, processes them through LangChain/GigaChat, stores them in vector and knowledge graphs, and delivers insights via MCP to Codex/Claude projects with workspace isolation.

→ ilyasni/frontier-intelligence · listed on glama

Warning. Serious findings were identified. Review the full report before connecting. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

ilyasni

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

🚨

Code appears obfuscated

1 file are unreadable to a human reviewer. Cannot audit what they do.

🔐

You'll be asked for 6 credentials: ADMIN_PASSWORD, MTPROXY_SECRET, TG_PROXY_PASS, WG_SOCKS_PASS, S3_SECRET_ACCESS_KEY, QDRANT__SERVICE__API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// tools this server exposes32 tools

These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.

search_frontier

Search frontier intelligence documents.

search_balanced

search_trend_clusters

Semantic search over stable trend clusters mirrored to Qdrant.

search_by_vision

Search stored GigaChat Vision labels, scenes, and OCR enrichments.

get_concept_graph

Read a workspace concept graph or concept-centered subgraph from Neo4j.

get_frontier_brief

ingest_url

Ingest a URL into the frontier pipeline.

list_workspaces

List workspaces with categories, activity state, and cross-workspace bridges.

list_sources_health

List source health with source_score, authority, content mode, and last run status.

get_pipeline_stats

Get ingestion/enrichment pipeline status counts and recent posts.

get_workspace_overview

Get a compact workspace overview with summary counts, top sources, recent posts, and clusters.

list_clusters

List semantic and/or trend clusters for a workspace.

get_source_details

Get detailed source health, recent runs, and recent posts for a single source.

list_emerging_signals

List weak, emerging, or fading signals for a workspace.

list_missing_signals

List under-covered topics detected by SearXNG gap analysis.

get_cluster_details

Get full cluster details with scoring and explainability breakdown.

get_missing_signal_details

Get a single missing-signal record with evidence URLs and opportunity text.

get_cluster_evidence

Get metadata and representative evidence for a semantic or trend cluster.

get_signal_timeline

Get persisted signal timeline points, breakpoints, and temporal score breakdown.

export_inbox_cards

record_card_feedback

list_card_feedback

get_graph_health

list_entity_merge_proposals

approve_entity_merge

reject_entity_merge

RSI loop D+: reject a concept-merge proposal. The graph is left untouched.

list_threshold_proposals

list_underrated_signals

list_relevance_audit_sample

mark_relevance_audit

approve_threshold_change

reject_threshold_change

RSI: reject a threshold-change proposal. Thresholds are left untouched.

// 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.

configLOCAL_OCR_PRELOAD

configTG_REQUIRE_PROXY

configADMIN_USER

🔐 secretADMIN_PASSWORDДва способа: cookie-сессия fadmin_session (HMAC на , TTL 7 дней) — для

configMCP_REST_BASE

configMCP_GATEWAY_HOST

configMCP_GATEWAY_PORT

configGIGACHAT_VERIFY_SSL_CERTS

configGPT2GIGA_HOST

configGPT2GIGA_PROXY_PORT

configGPT2GIGA_LOG_LEVEL

configGPT2GIGA_TIMEOUT

configGPT2GIGA_EMBEDDINGS

configGIGACHAT_MODEL

configGIGACHAT_MAX_RETRIES

configGIGACHAT_RETRY_BACKOFF_FACTOR

configGIGACHAT_CREDENTIALS

configGIGACHAT_SCOPE

configMTPROXY_HOST

🔐 secretMTPROXY_SECRET

configMTPROXY_PORT

configTG_PROXY_HOST

configWG_SOCKS_HOST

configTG_PROXY_PORT

configWG_SOCKS_PORT

configTG_PROXY_USER

configWG_SOCKS_USER

🔐 secretTG_PROXY_PASS

🔐 secretWG_SOCKS_PASS

configTG_SOCKS5

configFRONTIER_ENV_PATH

configS3_ENDPOINT_URL

configS3_ACCESS_KEY_ID

🔐 secretS3_SECRET_ACCESS_KEY

configS3_BUCKET_NAME

configS3_REGION

configS3_ADDRESSING_STYLE

configS3_BACKUP_KEEP_DAYS

configOWN_CORPUS_CHANNEL_ROOT

configOWN_CORPUS_WORKSPACE_ROOT

configQDRANT_OWN_CORPUS_COLLECTION

configGIGACHAT_EMBEDDINGS_MODEL

configADMIN_API_BASE

🔐 secretQDRANT__SERVICE__API_KEY

configQDRANT_URL

configHF_HUB_CACHE

configHF_HOME

configFRONTIER_CONSUMER_INSTANCE

configADMIN_JOB_SUBPROCESS_TIMEOUT_SEC

Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.

deployREDIS_URL

deployTG_PROXY_DSN

deployDATABASE_URL

// 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

32/32 tools missing one or more hints — search_frontier (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_balanced (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_trend_clusters (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.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tool test coverage

25/32 tools referenced in tests (78%)

Write tests that reference each tool by name so every tool has at least one test.

Readable source code

1 file are minified or bundled, which is usually build output rather than concealment

Ship unminified, readable source.

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 5 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

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commit: 2bfff480ceb8d18e066787128191aa59606b011e

code hash: 871d3466b3c83ce3bbaa314a956083512a3106d409c10d4edefaec487cfc577e

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