AI agent tool reliability // full index

Categories

data 149632 · knowledge 118265 · other 96251 · search 55608 · devops 52698 · finance 50093 · code 42123 · communication 37255 · productivity 35979 · files 34103 · security 33273 · media 32675 · web 32241 · retrieval 25086 · database 22545 · ml 18162 · browser 16058 · email 10284 · payments 5422 · calendar 4526 · analytics 4112 · blockchain 1927 · network 1790 · health 1672 · marketing 1310 · crm 1195 · memory 850 · storage 839 · research 751 · social 720 · ecommerce 636 · design 586 · project 513 · commerce 511 · advertising 486 · compliance 441 · seo 434 · news 405 · api 387 · system 352 · project management 345 · monitoring 309 · education 217 · content 193 · weather 164 · cloud 164 · observability 144 · automation 139 · mobile 126 · debug 122 · account 116 · fitness 112 · workflow 112 · marketplace 110 · iot 109 · auth 108 · integration 106 · identity 105 · cms 105 · hardware 103

Tools

• list_collections io.github.PCfVW/mcp-arangodb-async — List all collections in the current database
• traverse_graph io.github.PCfVW/mcp-arangodb-async — Traverse a graph from a start vertex
• backup_collection io.github.PCfVW/mcp-arangodb-async — Backup a collection to a file
• backup_graph io.github.PCfVW/mcp-arangodb-async — Backup a named graph to a directory
• restore_graph io.github.PCfVW/mcp-arangodb-async — Restore a named graph from a backup directory
• explain_query io.github.PCfVW/mcp-arangodb-async — Explain an AQL query execution plan
• profile_query io.github.PCfVW/mcp-arangodb-async — Profile an AQL query execution
• list_databases io.github.PCfVW/mcp-arangodb-async — List all databases
• use_database io.github.PCfVW/mcp-arangodb-async — Switch to a different database
• graph_statistics io.github.PCfVW/mcp-arangodb-async — Get statistics for a named graph
• health_check io.github.PCfVW/mcp-arangodb-async — Check server health and connectivity
• drop_collection io.github.PCfVW/mcp-arangodb-async — Drop a collection
• execute_aql io.github.PCfVW/mcp-arangodb-async — Execute an AQL query and return results
• create_collection io.github.PCfVW/mcp-arangodb-async — Create a new collection
• create_index io.github.PCfVW/mcp-arangodb-async — Create an index on a collection
• list_indexes io.github.PCfVW/mcp-arangodb-async — List indexes of a collection
• drop_index io.github.PCfVW/mcp-arangodb-async — Drop an index
• create_graph io.github.PCfVW/mcp-arangodb-async — Create a named graph
• search_captures io.github.POLONIBOI/zaai-dev-mcp — Same as list but with q required. Tuned description for targeted retrieval.
• health io.github.POLONIBOI/zaai-dev-mcp — Server status + version + uptime. No auth.
• whoami io.github.POLONIBOI/zaai-dev-mcp — Your userId, orgId, project scope, credit balance.
• list_captures io.github.POLONIBOI/zaai-dev-mcp — Paginated list of your captures (newest first).
• get_capture io.github.POLONIBOI/zaai-dev-mcp — Full payload + signed screenshot URLs for one capture id.
• get_palette io.github.POLONIBOI/zaai-dev-mcp — Just the palette slice (page) or eyedropper picks (element/composite).
• get_html io.github.POLONIBOI/zaai-dev-mcp — Just the HTML. Page → full HTML; element → outerHTML; composite → concat with markers.
• get_animation io.github.POLONIBOI/zaai-dev-mcp — Just the animation data — CSS transitions, keyframes, library hints.
• get_media io.github.POLONIBOI/zaai-dev-mcp — Just the media inventory — videos, images, backgrounds, carousels.
• list_briefs io.github.POLONIBOI/zaai-dev-mcp — Every brief on a project — id, type, name, status, current-version metadata.
• get_brand_brief io.github.POLONIBOI/zaai-dev-mcp — Full published brief: positioning, values, voice, audience, design intent, decisions.
• get_audience io.github.POLONIBOI/zaai-dev-mcp — Primary + secondary segments, needs, channels.
• get_design_intent io.github.POLONIBOI/zaai-dev-mcp — Descriptors + anti-descriptors + inspiration summary.
• get_structure io.github.POLONIBOI/zaai-dev-mcp — Just the Layer-Explorer teardown — the structure map (nodes w/ depth, rects, selectors, components, flags).
• get_voice io.github.POLONIBOI/zaai-dev-mcp — Voice slice only — one-liner, tone descriptors, do/don't say, example phrases.
• lookup-order @kid7st/fastagent — Look up an order by id.
• get_generator_schema io.github.PackkitLabs/packkit-mcp — A generator's full option schema (options, choices, defaults).
• list_presets io.github.PackkitLabs/packkit-mcp — List a generator's presets (experimental hidden unless asked).
• list_generators io.github.PackkitLabs/packkit-mcp — List every generator (language target) with maturity + capabilities. Start here.
• generate_project io.github.PackkitLabs/packkit-mcp — Preview a project (file tree + stack + deployment contract), or write: true to scaffold to disk.
• plan_upgrade io.github.PackkitLabs/packkit-mcp — Baseline-aware three-way upgrade plan for an existing project — template changes vs your edits, writes nothing.
• delete_dataset rohittrimale/Mainframe MCP Server — Delete a dataset.
• get_job_status rohittrimale/Mainframe MCP Server — Get the status of a job.
• get_job_jcl rohittrimale/Mainframe MCP Server — Get the JCL of a submitted job.
• get_job_notification rohittrimale/Mainframe MCP Server — Get job completion notification.
• get_spool_details rohittrimale/Mainframe MCP Server — Get detailed spool information for a job.
• export_spool_to_dataset rohittrimale/Mainframe MCP Server — Export spool output to a dataset.
• scan_source rohittrimale/Mainframe MCP Server — Scan source code for patterns or references.
• create_dataset rohittrimale/Mainframe MCP Server — Create a new dataset.
• rename_dataset rohittrimale/Mainframe MCP Server — Rename a dataset.
• get_jcl rohittrimale/Mainframe MCP Server — Retrieve JCL members from configured PDS locations.
• get_content rohittrimale/Mainframe MCP Server — Retrieve content of a dataset or member.
• submit_jcl_string rohittrimale/Mainframe MCP Server — Submit a job from a JCL string.
• get_job_file_content rohittrimale/Mainframe MCP Server — Get the content of a specific spool file.
• get_copybook rohittrimale/Mainframe MCP Server — Retrieve copybook members from configured PDS locations.
• get_ct1 rohittrimale/Mainframe MCP Server — Retrieve CT1 members from configured PDS locations.
• get_proc rohittrimale/Mainframe MCP Server — Retrieve PROC members from configured PDS locations.
• get_job_docs rohittrimale/Mainframe MCP Server — Retrieve job documentation members from configured PDS locations.
• get_dataset_list rohittrimale/Mainframe MCP Server — List datasets matching a pattern.
• get_dataset_members rohittrimale/Mainframe MCP Server — List members of a partitioned dataset.
• get_gdg_versions rohittrimale/Mainframe MCP Server — List generations of a GDG base.
• search_seq_datasets rohittrimale/Mainframe MCP Server — Search sequential datasets for content.
• create_dataset_like rohittrimale/Mainframe MCP Server — Create a dataset modeled after an existing one.
• recall_dataset rohittrimale/Mainframe MCP Server — Recall a migrated dataset.
• copy_member rohittrimale/Mainframe MCP Server — Copy a member from one dataset to another.
• modify_module rohittrimale/Mainframe MCP Server — Modify a source module.
• upload_member rohittrimale/Mainframe MCP Server — Upload content to a dataset member.
• submit_job rohittrimale/Mainframe MCP Server — Submit a job from a dataset.
• get_job_steps rohittrimale/Mainframe MCP Server — Get the steps of a job.
• get_job_files rohittrimale/Mainframe MCP Server — Get the spool files of a job.
• run_tso_command rohittrimale/Mainframe MCP Server — Execute a TSO command.
• get_cobol rohittrimale/Mainframe MCP Server — Retrieve COBOL source members from configured PDS locations.
• get_forecast io.github.augee99/mcp-weather — Get weather forecast for a US location
• get_alerts io.github.augee99/mcp-weather — Get weather alerts for a US state
• read_image AndyAnh174/Read Image MCP Server — Đọc và mô tả nội dung ảnh (đơn hoặc nhiều) bằng Gemini, hỗ trợ prompt tùy chỉnh.
• akai_proof io.github.aurekai/aurekai-mcp — Generate proofs.
• akai_api io.github.aurekai/aurekai-mcp — Access the Akai runtime API.
• akai_queue io.github.aurekai/aurekai-mcp — Manage Akai queues.
• akai_workflow io.github.aurekai/aurekai-mcp — Execute Akai workflows.
• akai_gate io.github.aurekai/aurekai-mcp — Commerce gate operations.
• akai_pay io.github.aurekai/aurekai-mcp — Commerce payment operations.
• akai_ingest io.github.aurekai/aurekai-mcp — Ingest data into the system.
• akai_segment io.github.aurekai/aurekai-mcp — Segment audio or data.
• akai_fpqx io.github.aurekai/aurekai-mcp — Extended FPQ memory operations.
• akai_ledger io.github.aurekai/aurekai-mcp — Commerce ledger operations.
• akai_fpq io.github.aurekai/aurekai-mcp — FPQ memory operations.
• akai_graph io.github.aurekai/aurekai-mcp — Graph proof operations.
• akai_hash io.github.aurekai/aurekai-mcp — Hash proof operations.
• akai_reason io.github.aurekai/aurekai-mcp — Reasoning operations.
• akai_physics io.github.aurekai/aurekai-mcp — Physics reasoning.
• akai_flow io.github.aurekai/aurekai-mcp — Flow reasoning.
• akai_learn io.github.aurekai/aurekai-mcp — Learning reasoning.
• akai_tel io.github.aurekai/aurekai-mcp — Telecommunications wire operations.
• akai_wire io.github.aurekai/aurekai-mcp — Wire operations.
• akai_moq io.github.aurekai/aurekai-mcp — MoQ wire operations.
• akai_net io.github.aurekai/aurekai-mcp — Network wire operations.
• akai_brief io.github.aurekai/aurekai-mcp — Generate briefs.
• akai_narrate io.github.aurekai/aurekai-mcp — Narrate content.
• akai_distribute io.github.aurekai/aurekai-mcp — Distribute content.
• akai_capability io.github.aurekai/aurekai-mcp — Substrate capability operations.
• akai_space io.github.aurekai/aurekai-mcp — Substrate space operations.
• akai_transcribe io.github.aurekai/aurekai-mcp — Transcribe audio input.

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