behive
Open-source research engine that extracts structured knowledge from any topic via MCP, enabling AI assistants to get verified, scored claims and entity graphs from live sources.
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.
How we verified
Verified is a snapshot. Live keeps it current, and builds your track record.
⚡ Connect GitHub → continuous verification on every pushwhy connect →Who stands behind it
qa10devteam
Source: Glama
Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →
Install from
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.
BEHIVE_MAX_CONCURRENTBEHIVE_DB_URLHIVE_PG_USERHIVE_PG_PASSWORDHIVE_PG_HOSTHIVE_PG_PORTHIVE_PG_DATABASEBEHIVE_API_KEYBEHIVE_CORS_ORIGINSBEHIVE_API_PORTBEHIVE_MISSION_IDGNEWS_API_KEYNEWSDATA_API_KEYMEDIASTACK_API_KEYFRED_API_KEYBEHIVE_BACKENDBEHIVE_MODELBEHIVE_NEO4J_URIBEHIVE_NEO4J_PASSWORDBEHIVE_QDRANT_URLBEHIVE_API_URLBEHIVE_PATHBEHIVE_CONFIG_DIRBEHIVE_NEO4J_PASSWORD_FILEBEHIVE_NEO4J_USERPGDATABASEPGUSERPGPASSWORDPGHOSTPGPORTBEHIVE_LEGACY_DBBEHIVE_DUCKDB_PATHBEHIVE_FALSIFIER_MAX_CLAIMSBEHIVE_FALSIFIER_MAX_ENRICHEDBEHIVE_FALSIFIER_MAX_CONFLICTSBEHIVE_FALSIFIER_RESOLVE_TIMEOUTHIVE_GRAPH_DIRHF_HOMEHIVE_DIRSGLANG_URLAWS_REGION_NAMEAWS_DEFAULT_REGIONBEHIVE_LLM_URLBEHIVE_LOCAL_LLM_URLAWS_ACCESS_KEY_IDAWS_PROFILEANTHROPIC_API_KEYOPENAI_API_KEYBEHIVE_EMBED_MODELVOYAGE_API_KEYBEHIVE_DB_PATHBEHIVE_QUEEN_PROMPT_PATHBEHIVE_REPORTS_DIRBEHIVE_FONT_PATHBEHIVE_FONT_BOLD_PATHBEHIVE_HOMEBEHIVE_PHASE_TIMEOUTBEHIVE_MAX_RETRIESBEHIVE_SCOUT_TIMEOUTBEHIVE_SCOUT_RETRIESHIVE_BM_MANUALHIVE_BM_SEEDSBEHIVE_FALSIFIER_TIMEOUTBEHIVE_BATCH_SIZEBEHIVE_SGLANG_URLHIVE_USE_BATCHBEHIVE_BEDROCK_REGIONBEHIVE_EMBED_DIMSBEHIVE_BROWSER_SEARCHSEARXNG_URLBRAVE_SEARCH_API_KEYSERPER_API_KEYTAVILY_API_KEYBEHIVE_FAST_SYNTHDATABASE_URLTool 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
31/31 tools missing one or more hints — rag_query (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); hive_sources_top (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); hive_mission_stats (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +28 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.
No access to sensitive paths
Reads sensitive paths: ~/.aws/credentials
Remove reads of sensitive system paths. If you genuinely need them, document why in the README.
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/qa10devteam/behive)?variant=verified from the 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.
https://m8ven.ai/api/mcp/tool-check