mcp-foresea (pareelamre/analyzing-llm-rationale) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 21 tools. No publisher has claimed this listing.

Emerging

74/100

10 days ago

mcp-foresea

Item: mcp-foresea
Rating: 74
Author: M8ven

Calibrated probability forecasts for any resolvable question — with evidence, prediction-market edge (Polymarket/Kalshi), and a live resolved track record.

→ pareelamre/analyzing-llm-rationale · 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

pareelamre

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

🚨

Secret credentials may flow to a network call

7 flows detected: GITHUB_CLIENT_SECRET, TRACK_RECORD_TOKEN. We can’t prove the destination matches the brand the credential belongs to.

🔐

You'll be asked for 23 credentials: API_KEY, GITHUB_CLIENT_SECRET, SESSION_SECRET, TRACK_RECORD_TOKEN, TRADING_RECONCILIATION_TOKEN, AGENT_RUN_RECONCILIATION_TOKEN, FORESEA_MCP_UPSTREAM_API_KEY, FORESEA_API_KEY, SCADS_AI_API_KEY, TELEGRAM_BOT_TOKEN, KALSHI_API_KEY, POLYMARKET_API_KEY, GITHUB_TOKEN, GH_TOKEN, PREDICT_API_KEY, HF_TOKEN, HUGGINGFACEHUB_API_TOKEN, SESSION_SECRET_KEY, NEWSAPI_KEY, BRAVE_API_KEY, TAVILY_API_KEY, SERPER_API_KEY, FRED_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.

configANALYTICS_DB

🔐 secretAPI_KEY

configGOOGLE_CLIENT_ID

configGITHUB_CLIENT_ID

🔐 secretGITHUB_CLIENT_SECRET

🔐 secretSESSION_SECRET

configTRACK_RECORD_LIVE_TTL

configTRACK_RECORD_LIVE_TIMEOUT

configEDGE_BOARD_STALE_AFTER_S

configEDGE_BOARD_CURVE_MAX_POINTS

configAGENT_TRADING_CURVE_MAX_POINTS

configAGENT_TRADING_ACTIVITY_MAX_ITEMS

configAGENT_TRADING_MAX_MODELS

configAGENT_TRADING_OPEN_POSITIONS_MAX_PER_MODEL

configAGENT_TRADING_WEATHER_CALIBRATION_MAX_SEGMENTS

configFORECAST_EVALUATION_TTL

configFORECAST_EVALUATION_TIMEOUT

configFORECAST_EVALUATION_STALE_AFTER_S

configMARK_TO_MARKET_LIVE_TTL

configMARK_TO_MARKET_LIVE_TIMEOUT

configMARK_TO_MARKET_STALE_AFTER_S

configAGENT_TRADING_BOARD_TTL

configAGENT_TRADING_BOARD_TIMEOUT

configAGENT_TRADING_BOARD_STALE_AFTER_S

configAGENT_TRADING_AUDIT_TTL

configAGENT_TRADING_AUDIT_TIMEOUT

configAGENT_TRADING_AUDIT_STALE_AFTER_S

configAGENT_TRADING_AUDIT_MAX_ITEMS

configAGENT_TRADING_AUDIT_ARCHIVE_MAX_PERIODS

🔐 secretTRACK_RECORD_TOKEN

🔐 secretTRADING_RECONCILIATION_TOKEN

configTRADING_RECONCILIATION_MAX_ORDERS

🔐 secretAGENT_RUN_RECONCILIATION_TOKEN

configAGENT_RUN_RECONCILIATION_MAX_RUNS

configAGENT_RUN_STALE_MINUTES

configPROVIDER_MAX_RETRIES

configPROVIDER_TIMEOUT_S

configPROVIDER_BACKOFF_BASE_S

configAGENT_TOOL_PROVIDER_MAX_RETRIES

configAGENT_TOOL_PROVIDER_TIMEOUT_RETRIES

configAGENT_TOOL_PROVIDER_BACKOFF_BASE_S

configINTERACTIVE_DEFAULT_MODEL

configINTERACTIVE_MAX_TOKENS

configCHAT_PROVIDER_TIMEOUT_S

configCHAT_PROVIDER_MAX_RETRIES

configCHAT_DEEP_PROVIDER_TIMEOUT_S

configCOUNCIL_MEMBER_TIMEOUT_S

configCOUNCIL_MIN_SUCCESSFUL_MEMBERS

configMAX_BODY_BYTES

configLOCAL_CACHE_MAX

configEVIDENCE_CACHE_TTL

configEVIDENCE_PREFETCH_TOP_N

configEVIDENCE_TIMEOUT_S

configEVIDENCE_MAX_CONCURRENCY

configEXTRACT_CACHE_TTL

configPREDICT_CACHE_TTL

configAUTO_SELECT_MODEL

configMODEL_SWITCH_MARGIN

configRATE_LIMIT_PER_MIN

configPREDICT_RATE_LIMIT_PER_MIN

configCORS_EXTRA_ORIGIN

configDISABLE_PUBLIC_MCP

configFORESEA_MCP_TIMEOUT_S

configFORESEA_MCP_UPSTREAM_URL

🔐 secretFORESEA_MCP_UPSTREAM_API_KEY

🔐 secretFORESEA_API_KEY

configENVIRONMENT

configCUSTOM_DOMAIN

configALERT_FROM

configALERT_TO

configTRACK_STORE_PATH

🔐 secretSCADS_AI_API_KEY

configEVIDENCE_MIN_RELEVANCE

configANALYTICS_SALT

configRADAR_CACHE_TTL

configMARKET_CACHE_TTL

configMARKETD_URL

configSCADS_BASE_URL

configFORESEA_TIMEOUT_S

configFORESEA_BASE_URL

configVENUE_MCP_TIMEOUT_S

configVENUE_MCP_MAX_OUTPUT

configVENUE_MCP_MAX_TOOLS

configFORESEA_AGENT_NOTES_PATH

configFORESEA_AGENT_TOOL_LEDGER_PATH

configFORESEA_AGENT_ACCOUNT_DB_PATH

configFORESEA_AGENT_CYCLE_ID

configFORESEA_AGENT_PLACE_TRADE_MODE

configAGENT_TRADING_MODEL

configTRACK_VARIANT

configCANDIDATE_COUNT

configMAX_TOOL_STEPS

configAGENT_TRADING_MIN_CLOSE_DAYS

configAGENT_TRADING_MAX_CLOSE_DAYS

configAGENT_TRADING_WEATHER_CANDIDATE_QUOTA

configAGENT_TRADING_RETRIES

configAGENT_TRADING_RETRY_BACKOFF_S

configAGENT_TRADING_MAX_LAST_THESIS_CHARS

configAGENT_TRADING_MAX_RULES_CHARS

configAGENT_TRADING_LEARNING_CONTEXT_LIMIT

configAGENT_TRADING_LEARNING_STATS_LIMIT

configAGENT_TRADING_THESIS_FORECAST_RESOLUTION_CHECK_LIMIT

configFORESEA_AGENT_MAX_ORDER_NOTIONAL_PCT

configMAX_TOKENS

configMODEL_DEVICE

configFORESEA_MAX_ORDER_NOTIONAL

configFORESEA_AGENT_ACCOUNT_VALUE

configAGENT_TRADING_BOARD_STORE_DIR

configAGENT_TRADING_AUDIT_OUTPUT

configAGENT_TRADING_AUDIT_ARCHIVE_ROOT

configAGENT_TRADING_AUDIT_ARCHIVE_MANIFEST

configAGENT_TRADING_AUDIT_PER_MODEL_LIMIT

configAGENT_TRADING_BOARD_OUTPUT

configAGENT_TRADING_BOARD_ACTIVITY_LIMIT

configAGENT_TRADING_WEATHER_OPERATIONS_WINDOW_HOURS

configAGENT_TRADING_MODEL_HEALTH_EXPECTED_CYCLE_SECONDS

configAGENT_TRADING_MODEL_HEALTH_DELAYED_AFTER_SECONDS

configAGENT_TRADING_MODEL_HEALTH_STALE_AFTER_SECONDS

🔐 secretTELEGRAM_BOT_TOKEN

configDISCORD_WEBHOOKS

configTELEGRAM_CHANNELS

configDIGEST_MIN_MOVE

configDIGEST_FORCE

configFORESEA_URL

configDISCORD_WEBHOOK_URL

configGCP_PROJECT_ID

configGCP_REGION

configARTIFACT_REPO

configDATASTORE_BACKUP_BUCKET

configTRACK_STORE_BUCKET

🔐 secretKALSHI_API_KEY

🔐 secretPOLYMARKET_API_KEY

🔐 secretGITHUB_TOKEN

🔐 secretGH_TOKEN

configRUN_PROVIDER

configMODEL_CONFIG

configMODEL_LABEL

configLOCAL_MODEL_NAME

configROUTER_MODEL_NAME

configMAX_RECORDS

configSHARD_COUNT

configSHARD_INDEX

configPROGRESS_EVERY

configMAX_ATTEMPTS

configRETRY_MAX

configRETRY_BASE_SLEEP_S

configREQUEST_TIMEOUT_S

configINPUT_PATH

configSYSTEM_PROMPT_PATH

configPROMPT_PATH

configOUTPUT_PATH

configERROR_LOG_PATH

configVARIANTS_CONFIG

configMODELS_CONFIG

configOUTPUT_FIELDS

configREPROCESS_NULLS

configDROP_ARTICLE_TEXT

configOMIT_EVIDENCE

configCUTOFF_REFERENCE

configFORECAST_LEAD_DAYS

configSLURM_ARRAY_TASK_ID

configSCADS_AI_BASE_URL

configSUMMARIZE_MODEL

configTRACK_PUBLIC_PATH

configTRACK_MTM_PATH

configTRACK_EVALUATION_PATH

configTRACK_MODEL

configTRACK_MODEL_SHARD_COUNT

configTRACK_MODEL_SHARD_SLOT_MINUTES

configTRACK_MODEL_SHARD_INDEX

configTRACK_MODEL_SHARD_ALWAYS

configTRACK_TARGET_SHARD_COUNT

configTRACK_TARGET_SHARD_SLOT_MINUTES

configTRACK_TARGET_SHARD_INDEX

configTRACK_FORECAST_MAX_TARGETS

configTRACK_TEMPERATURE

configPER_VENUE

configCONVERGENCE_PER_VENUE

🔐 secretPREDICT_API_KEY

configTRACK_RECORD_EVIDENCE_DETAIL

configPRICE_DRIFT_THRESHOLD

configSHORT_HORIZON_REFORECAST_LEAD_DAYS

configSHORT_HORIZON_SLOT_HOURS

configEXPIRY_REFORECAST_LEAD_DAYS

configEXPIRY_SLOT_HOURS

configCYCLE_INTERVAL_MINUTES

configSNAPSHOT_SLOT_MINUTES

configREFORECAST_EACH_TICK

configALLOW_RESOLVED_BACKFILL

configPREDICT_CONCURRENCY

configPREDICT_MIN_INTERVAL_S

configPREDICT_TIMEOUT_S

configPREDICT_RETRIES

configPREDICT_RETRY_BACKOFF_BASE_S

configPREDICT_RETRY_BACKOFF_MAX_S

configPREDICT_RETRY_JITTER_FRACTION

configTRACK_RECORD_PREDICT_MODE

configTRACK_RECORD_LOCAL_MODEL

configTRACK_RECORD_LOCAL_DISABLE_EVIDENCE

configPREDICT_FAILURE_CIRCUIT_THRESHOLD

configTRACK_RECORD_SNAPSHOT_PASS_RETRIES

configTRACK_RECORD_SNAPSHOT_PASS_RETRY_SLEEP_S

configEVALUATION_MIN_RESOLVED_MARKETS

configEVALUATION_MIN_PAPER_TRADES

configEVALUATION_MIN_SKILL_LOWER_BOUND

configEVALUATION_MAX_DRAWDOWN

configEVALUATION_MIN_EDGE

configEVALUATION_REQUESTED_FRACTION

configEVALUATION_FEE_FRACTION

configEVALUATION_MAX_TOTAL_EXPOSURE

configFORESEA_MCP_TRANSPORT

configFORESEA_MCP_HOST

configFORESEA_MCP_PORT

configAUTORESEARCH_MAX_RECORDS

🔐 secretHF_TOKEN

🔐 secretHUGGINGFACEHUB_API_TOKEN

configMLFLOW_TRACKING_URI

configCRYPTO_5M_EQUITY_URL

configCRYPTO_5M_EQUITY_FILE

configTRACK_STORE_BUCKET_NAME

configTRACK_STORE_OBJECT_NAME

configTRACK_STORE_CHECK_INTERVAL_S

configTRACK_STORE_STALE_ALERT_S

configK_SERVICE

configENABLE_CLOUD_KMS

configGOOGLE_CLOUD_PROJECT

configGCP_PROJECT

🔐 secretSESSION_SECRET_KEY

configDATASTORE_EMULATOR_HOST

configENABLE_DATASTORE

🔐 secretNEWSAPI_KEY

🔐 secretBRAVE_API_KEY

🔐 secretTAVILY_API_KEY

🔐 secretSERPER_API_KEY

configSEARXNG_URL

🔐 secretFRED_API_KEY

configENABLE_OTEL

configGITHUB_SHA

configEMBED_MODEL_PATH

configEMBED_RERANK_PATH

configKALSHI_FEE_COEFF

configPOLYMARKET_FEE_COEFF

configDEFAULT_FEE_COEFF

configPAPER_EXTRA_FEE_RATE

configKALSHI_PRIVATE_KEY_FILE

configKALSHI_ACCESS_KEY_ID

configFORESEA_WEATHER_RESEARCH_CACHE_TTL_S

configFORESEA_WEATHER_RESEARCH_CACHE_MAX_ENTRIES

configFORESEA_WEATHER_RESEARCH_NWS_FAILURES_BEFORE_CIRCUIT

configFORESEA_WEATHER_RESEARCH_NWS_CIRCUIT_COOLDOWN_S

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

deployREDIS_URL

deploySMTP_HOST

deploySMTP_PORT

deploySMTP_USER

deploySMTP_PASSWORD

// 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

21/21 tools missing one or more hints — foresea_forecast (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); foresea_analyze_market (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); foresea_scan_markets (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +18 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 test coverage

Only 5/21 tools referenced in tests (24%)

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

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 3 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/pareelamre/analyzing-llm-rationale)](https://m8ven.ai/mcp/pareelamre/analyzing-llm-rationale)

Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.

commit: a30bd9c1b8fed5355017011dbd660c96ef9f47c2

code hash: e8d3f72dbefa87a10152289ed51aed97e941bc5f7e08ae514812b3451885b794

verified: 9/2/2026, 11:25:56 PM

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