AI agent tool reliability // full index

Tools

merge_entities razumhub_lightrag_mcp — Merge multiple entities into one with relationship migration
check_lightrag_health razumhub_lightrag_mcp — Check LightRAG API status
upload_document razumhub_lightrag_mcp — Upload document from file to the /input directory
insert_file razumhub_lightrag_mcp — Add document from file directly to storage
get_graph_labels razumhub_lightrag_mcp — Get labels (node and relationship types) from knowledge graph
insert_batch razumhub_lightrag_mcp — Add batch of documents from directory
scan_for_new_documents razumhub_lightrag_mcp — Start scanning the /input directory for new documents
get_documents razumhub_lightrag_mcp — Get list of all uploaded documents
get_pipeline_status razumhub_lightrag_mcp — Get status of document processing in pipeline
query_document razumhub_lightrag_mcp — Execute a query to documents through LightRAG API
insert_document razumhub_lightrag_mcp — Add text directly to LightRAG storage
rbi_check_current rbi-source-mcp — Check if a circular or direction is currently in force or withdrawn.
rbi_check_compliance rbi-source-mcp — Check compliance of a given text against RBI Master Directions and circulars.
rbi_search rbi-source-mcp — Search the RBI corpus for relevant documents.
rbi_get_document rbi-source-mcp — Retrieve a specific document by its ID.
search_memory_nodes rbt-mcp-server — Search knowledge graph nodes (entities, preferences, procedures)
search_memory_facts rbt-mcp-server — Search knowledge graph facts (relationships)
add_document rbt-mcp-server — Sync documents to knowledge graph with automatic chunking
get_episodes rbt-mcp-server — Retrieve recent memory episodes
get_entity_edge rbt-mcp-server — Get entity relationship edge by UUID
delete_entity_edge rbt-mcp-server — Delete entity relationship edge
clear_graph rbt-mcp-server — Clear all data from knowledge graph (irreversible)
delete_episode rbt-mcp-server — Delete specific episode
get_campaign_items realize-mcp — List campaign creative items
get_campaign_item realize-mcp — Get specific item details
get_top_campaign_content_report realize-mcp — Top performing content with sorting & pagination
get_campaign_breakdown_report realize-mcp — Campaign performance breakdown with sorting & pagination
search_accounts realize-mcp — Find accounts and get account_id values for other tools (with pagination support: page_size max 10)
get_auth_token realize-mcp — Authenticate with Realize API
get_token_details realize-mcp — Check token information
get_all_campaigns realize-mcp — List all campaigns for an account
get_campaign_history_report realize-mcp — Historical campaign data with pagination
get_campaign_site_day_breakdown_report realize-mcp — Site/day performance breakdown with sorting & pagination
get_campaign realize-mcp — Get detailed campaign information
research_topic reddit-scout-mcp — Multi-pass search, returns verdict + highly-upvoted + controversial posts
get_thread reddit-scout-mcp — Fetches a full thread with top comments
compare reddit-scout-mcp — Side-by-side Reddit sentiment for 2+ subjects
find_dissent reddit-scout-mcp — Actively surfaces posts that contradict a claim
get_growth reddit-trends-mcp — Calculates percentage growth between two points in time. Pass preset strings or CustomGrowthPeriod objects.
get_top_trends reddit-trends-mcp — Returns today's live trending items. Omit type to get all feeds at once.
get_ranked_trends reddit-trends-mcp — Top topics ranked by volume
get_trends reddit-trends-mcp — Returns a historical time series for a keyword. Defaults to 5 years of weekly data. Pass data_mode='daily' for the last 30 days at daily gra
doubao_image_lite_generate redfox-ai-gen-mcp — 豆包 Seedream 5.0 Lite 图片生成，支持组图
doubao_image_lite_result redfox-ai-gen-mcp — 查询 Seedream 5.0 Lite 任务结果
doubao_video_generate redfox-ai-gen-mcp — 豆包 Seedance 2.0 视频生成
doubao_image_pro_generate redfox-ai-gen-mcp — 豆包 Seedream 5.0 Pro 图片生成
doubao_image_pro_result redfox-ai-gen-mcp — 查询 Seedream 5.0 Pro 任务结果
gpt_image_generate redfox-ai-gen-mcp — GPT-Image-2 图片生成，支持文生图 / 参考图生图
gpt_image_result redfox-ai-gen-mcp — 查询 GPT-Image-2 图片生成任务结果
doubao_video_result redfox-ai-gen-mcp — 查询豆包视频生成任务结果
douyin_search_articles redfox-douyin-mcp — 搜索抖音作品（优质库）
douyin_search_users redfox-douyin-mcp — 搜索抖音账号（优质库）
douyin_get_user redfox-douyin-mcp — 获取抖音账号信息
douyin_get_user_works redfox-douyin-mcp — 获取抖音账号作品列表
douyin_get_work redfox-douyin-mcp — 获取抖音作品详情
douyin_search_ai_articles redfox-douyin-mcp — 搜索抖音 AI 相关作品
scan_repo reforge-mcp — AST-parses your repo (Python, JS, TS, Go) and returns dead code, duplicates, god files, circular deps, and monorepo subprojects
get_chunk reforge-mcp — Reads an exact line-range slice from any file — lets Claude fetch only what it needs without blowing its context window
write_fix reforge-mcp — Applies a unified diff atomically, runs optional tests, and auto-rolls back on failure
get_health_score reforge-mcp — Computes a 0–100 health score from scan metrics and appends a timestamped entry to the project's health history
git_commit reforge-mcp — Stages and commits specific files; enforces a per-session budget and confirmation checkpoints
read_memory reforge-mcp — Reads a value from reforge-state.json — persists architecture hypotheses, pending fixes, and embeddings across sessions
write_memory reforge-mcp — Writes any value atomically to reforge-state.json
get_compressed refract-mcp — Compressed structure and token stats for a file.
blast_radius refract-mcp — All functions that break if the target function changes.
semantic_diff refract-mcp — Detects breaking changes vs body-only changes between old and new source.
security_surface refract-mcp — Map of dangerous calls (subprocess, eval, pickle, requests) in a repository.
index_repo refract-mcp — Aggregated index of all Python, JS, TS files in a repository.
expand refract-mcp — Verbatim source and dependency context for specified functions.
status refs-mcp — Report dirty/clean and has-updates status for every repo in the tree.
update refs-mcp — Git pull every clean repo that has remote changes.
reorg refs-mcp — Reorganize loose clones into <owner>/<repo>/ layout, evict non-repo content, and journal moves.
refua_bench_run refua-mcp — run a benchmark
refua_bench_compare refua-mcp — compare benchmark results
refua_bench_gate refua-mcp — regression-gate benchmark results
refua_bench_baseline refua-mcp — manage benchmark baselines
refua_wetlab_lms_get refua-mcp — access the WetLab LMS resource API (GET)
refua_fold refua-mcp — run fold/design workflows with typed entities and constraints
refua_wetlab_compile_protocol refua-mcp — compile protocols for a provider
refua_wetlab_run_protocol refua-mcp — create dry-run or queued wet-lab protocol runs
refua_wetlab_run_status refua-mcp — list/fetch/cancel wet-lab runs and build run lineage
refua_preclinical_workup refua-mcp — generate integrated preclinical workups with optional bioanalysis
refua_preclinical_cmc_plan refua-mcp — generate formulation/process/QbD/validation CMC planning outputs
refua_preclinical_stability_plan refua-mcp — generate stability study schedules
refua_preclinical_batch_record refua-mcp — generate electronic batch record templates
refua_preclinical_stability_assess refua-mcp — assess stability results against criteria
refua_preclinical_cmc_templates refua-mcp — fetch CMC starter templates and references
refua_preclinical_release_assess refua-mcp — evaluate release decisions from batch/stability evidence
refua_wetlab_providers refua-mcp — list wet-lab automation providers
refua_wetlab_validate_protocol refua-mcp — validate canonical wet-lab protocol payloads
refua_preclinical_bioanalysis refua-mcp — run bioanalytical ETL/QC and simple NCA summaries
refua_affinity refua-mcp — run affinity-only predictions
refua_antibody_design refua-mcp — focused antibody entrypoint (antibody + optional context_entities)
refua_protein_properties refua-mcp — compute sequence-based protein properties via Refua's ProteinProperties API
refua_data_list refua-mcp — list datasets from refua-data catalog
refua_data_fetch refua-mcp — fetch one dataset into local cache
refua_data_materialize refua-mcp — materialize one dataset into parquet parts
refua_data_query refua-mcp — query filtered rows from materialized parquet data
refua_deploy_render refua-mcp — render deployment artifacts
refua_deploy_plan refua-mcp — plan deployment

AI agent tool reliability // full index

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