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AI agent tool reliability // full index
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Tools index_repo ccw-mcp — Walk and index the repo into SQLite
record_fact ccw-mcp — Append an explicit fact (constraint, decision, preference)
record_episode ccw-mcp — Append a completed-run episode with touched files
dms_search sakibntanmoy006/ARL-DMS MCP Server — Search documents across all repositories
dms_details sakibntanmoy006/ARL-DMS MCP Server — Get details card and 3-tier compliance mapping for a document
dms_fetch sakibntanmoy006/ARL-DMS MCP Server — Fetch document text from public Drive
dms_stats sakibntanmoy006/ARL-DMS MCP Server — Get inventory statistics
dms_list sakibntanmoy006/ARL-DMS MCP Server — List files in a repository
dms_risk_lookup sakibntanmoy006/ARL-DMS MCP Server — Live PostgreSQL risk register lookup
dms_bdlaws_act sakibntanmoy006/ARL-DMS MCP Server — Get official bdlaws link and metadata for the 20 acts
shoplazza_products ThinkPro-GZ/shoplazza-mcp — List or manage products.
shoplazza_list_shops ThinkPro-GZ/shoplazza-mcp — List all configured Shoplazza stores and the default store.
shoplazza_get_endpoint ThinkPro-GZ/shoplazza-mcp — Get details of a specific endpoint from the catalog.
shoplazza_search_endpoints ThinkPro-GZ/shoplazza-mcp — Search the endpoint catalog for matching endpoints by keyword.
shoplazza_oauth_access_scopes ThinkPro-GZ/shoplazza-mcp — Check the actual OAuth scopes granted to the current installation.
shoplazza_orders ThinkPro-GZ/shoplazza-mcp — List or manage orders.
shoplazza_customers ThinkPro-GZ/shoplazza-mcp — List or manage customers.
shoplazza_inventory ThinkPro-GZ/shoplazza-mcp — Manage inventory levels.
shoplazza_discounts ThinkPro-GZ/shoplazza-mcp — Manage discounts and price rules.
call_shoplazza_api ThinkPro-GZ/shoplazza-mcp — Call any Shoplazza REST API endpoint directly.
shoplazza_webhooks ThinkPro-GZ/shoplazza-mcp — Manage webhook subscriptions.
read_email Lynnker-0904/Outlook-Mail-MCP — 阅读指定邮件
list_emails Lynnker-0904/Outlook-Mail-MCP — 查看最近邮件
reply_email Lynnker-0904/Outlook-Mail-MCP — 回复指定邮件
get_cedar_template cedar-mcp — Fetches a template from the CEDAR repository, using CEDAR's compact YAML rendering so it costs fewer tokens to read than the JSON-LD form. P
get_instances_based_on_template cedar-mcp — Gets template instances that belong to a specific template with pagination support.
term_search_from_branch cedar-mcp — Searches BioPortal for standardized ontology terms within a specific branch.
term_search_from_ontology cedar-mcp — Searches BioPortal for standardized ontology terms within an entire ontology.
get_branch_children cedar-mcp — Fetches all immediate children terms for a given branch in an ontology.
get_ontology_class_tree cedar-mcp — Fetches the hierarchical tree structure for a given class in an ontology.
remove_stale_cache_entries cedar-mcp — Removes expired entries from the BioPortal search cache.
clear_bioportal_cache cedar-mcp — Clears all entries from the BioPortal search cache.
apply_cedarscript cedarscript-mcp-server — Apply CEDARScript transformations to code files.
parse_cedarscript cedarscript-mcp-server — Parse and validate CEDARScript commands without execution.
list_capabilities cedarscript-mcp-server — List server capabilities and supported features.
qe__verify_api_vs_db qualienai/qualien-mcp — End-to-end API↔DB consistency check: runs two sub-calls and diffs the payloads.
fgts_regularidade_consultar mcp-dir/Regularidade FGTS (CRF) — Emite o Certificado de Regularidade do FGTS (CRF) de um empregador a partir do CNPJ.
create_module ceedling_mcp — Scaffold new source/header/test file triplets
run_module_tests ceedling_mcp — Run tests for a specific module by name
run_all_tests ceedling_mcp — Execute the full Ceedling test suite
pep_parentescos_consultar mcp-dir/PEP Estendida (Parentescos) — Verifica se uma pessoa é Politicamente Exposta (PEP) ou tem parentesco com um PEP, a partir do CPF.
autoscale_worker_pool celery-flower-mcp — Configure autoscale min/max bounds
add_queue_consumer celery-flower-mcp — Make a worker start consuming from a queue
cancel_queue_consumer celery-flower-mcp — Make a worker stop consuming from a queue
list_tasks celery-flower-mcp — List tasks with filters: state, worker, name, date range, search, pagination
list_task_types celery-flower-mcp — List all registered task types across workers
get_task_info celery-flower-mcp — Get full details for a task by UUID
get_task_result celery-flower-mcp — Retrieve a task's result (with optional timeout)
apply_task celery-flower-mcp — Execute a task synchronously and wait for the result
async_apply_task celery-flower-mcp — Dispatch a task asynchronously, returns task UUID
send_task celery-flower-mcp — Send a task by name — no registration required on worker side
abort_task celery-flower-mcp — Abort a running task
revoke_task celery-flower-mcp — Revoke a task; optionally terminate with a signal
set_task_timeout celery-flower-mcp — Set soft and/or hard time limits for a task on a worker
set_task_rate_limit celery-flower-mcp — Set rate limit for a task on a worker (e.g. 100/m)
get_queue_lengths celery-flower-mcp — Get the current depth of all configured queues
healthcheck celery-flower-mcp — Check whether the Flower instance is reachable and healthy
list_workers celery-flower-mcp — List all workers — optionally filter by name, refresh live stats, or get status only
shutdown_worker celery-flower-mcp — Gracefully shut down a worker
restart_worker_pool celery-flower-mcp — Restart a worker's process pool
grow_worker_pool celery-flower-mcp — Add N processes to a worker's pool
shrink_worker_pool celery-flower-mcp — Remove N processes from a worker's pool
create_search_session crispyian/ziroom-mcp — 根据城市打开对应自如页面。
close_search_session crispyian/ziroom-mcp — 关闭页面并释放资源。
get_filter_schema crispyian/ziroom-mcp — 读取当前字段、选项、控件类型和已选状态。
search_location crispyian/ziroom-mcp — 搜索小区、商圈或地铁站。
select_filter_option crispyian/ziroom-mcp — 选择单选或多选标签。
set_filter_range crispyian/ziroom-mcp — 设置租金范围。
set_sort crispyian/ziroom-mcp — 设置价格、面积等排序。
get_results crispyian/ziroom-mcp — 返回房源名称、URL、当前全部条件及验证结果。
get_listing_detail crispyian/ziroom-mcp — 通过一个 /x/{listing-id}.html URL 返回结构化详情和中文 Markdown 报告。
restore_checkpoint crispyian/ziroom-mcp — 恢复某次操作前的完整状态。
reset_filter crispyian/ziroom-mcp — 将指定字段整体恢复为默认值。
get_cell_line_info cellosaurus-mcp — Get detailed information about a specific cell line by accession
get_release_info cellosaurus-mcp — Get current database version and statistics
search_cell_lines cellosaurus-mcp — Search for cell lines using flexible Solr syntax
find_cell_lines_by_tissue cellosaurus-mcp — Find cell lines derived from specific tissues/organs
list_available_fields cellosaurus-mcp — Get all available data fields and their descriptions
find_cell_lines_by_disease cellosaurus-mcp — Find cell lines associated with specific diseases
log1p cellrank-mcp — Log-transform the data.
read_data cellrank-mcp — Read scRNA-Seq data from file.
write_data cellrank-mcp — Write scRNA-Seq data to file.
filter_cells cellrank-mcp — Filter cells based on quality metrics.
normalize_total cellrank-mcp — Normalize total counts per cell.
pca cellrank-mcp — Perform PCA dimensionality reduction.
highly_variable_genes cellrank-mcp — Identify highly variable genes.
cluster cellrank-mcp — Cluster cells using Leiden algorithm.
neighbors cellrank-mcp — Compute neighborhood graph.
differential_expression cellrank-mcp — Perform differential expression analysis.
plot_violin cellrank-mcp — Generate violin plot.
plot_heatmap cellrank-mcp — Generate heatmap.
plot_dotplot cellrank-mcp — Generate dotplot.
get_model_capabilities XucroYuri/kwjm-mcp — 单模型能力深挖与别名解析
refresh_models XucroYuri/kwjm-mcp — 调 /v1/models 实时并入 registry,未知模型标为非指明不调用
chat_completions XucroYuri/kwjm-mcp — OpenAI 兼容文本生成
generate_image XucroYuri/kwjm-mcp — 文生图(端点随模型分派)
edit_image XucroYuri/kwjm-mcp — 图生图/编辑
list_models XucroYuri/kwjm-mcp — 列出全部模型与能力元数据(modality/层级/别名)
messages XucroYuri/kwjm-mcp — Anthropic Messages 文本生成(claude 系)
get_wallet_balance XucroYuri/kwjm-mcp — 查询当前账户钱包余额
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