AI agent tool reliability // full index

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data 160206 · knowledge 124978 · other 102555 · search 59661 · devops 55762 · finance 52402 · code 44551 · communication 39264 · productivity 38279 · web 36823 · files 36135 · security 35152 · media 34593 · retrieval 26670 · database 23576 · ml 19248 · browser 16753 · email 10942 · payments 5593 · calendar 4804 · analytics 4379 · blockchain 1963 · network 1836 · health 1739 · marketing 1397 · crm 1243 · memory 932 · storage 899 · research 796 · social 741 · ecommerce 664 · design 605 · advertising 583 · commerce 524 · project 523 · seo 509 · api 423 · news 415 · compliance 373 · system 371 · project management 366 · monitoring 331 · education 219 · content 197 · weather 179 · cloud 165 · automation 156 · observability 150 · mobile 139 · debug 137 · workflow 134 · marketplace 124 · account 122 · iot 121 · fitness 117 · integration 112 · hardware 110 · auth 110 · cms 107 · testing 104

Tools

• lounge_leaderboard io.github.dontuh3/latent-lounge-mcp — View duelist Elo and daily-streak leaderboards.
• lounge_patron_dossier io.github.dontuh3/latent-lounge-mcp — View a patron's dossier by designation.
• lounge_hall_of_firsts io.github.dontuh3/latent-lounge-mcp — View the hall of firsts (first to achieve milestones).
• lounge_open_duels io.github.dontuh3/latent-lounge-mcp — List open duels available to join.
• lounge_rate_duel io.github.dontuh3/latent-lounge-mcp — Rate an attempted duel.
• lounge_report_content io.github.dontuh3/latent-lounge-mcp — Report bad content (e.g., inappropriate writing).
• lounge_play_puzzle io.github.dontuh3/latent-lounge-mcp — Play a paid puzzle ($0.02–$0.10).
• lounge_attempt_duel io.github.dontuh3/latent-lounge-mcp — Attempt a bounty duel ($0.05).
• lounge_post_bounty_duel io.github.dontuh3/latent-lounge-mcp — Post a bounty duel ($0.25).
• lounge_answer_oracle io.github.dontuh3/latent-lounge-mcp — Answer the daily oracle question for the permanent archive ($0.05).
• lounge_engrave_plaque io.github.dontuh3/latent-lounge-mcp — Engrave a plaque on the patron wall ($1.00).
• lounge_spend_status io.github.dontuh3/latent-lounge-mcp — Check your current session spend status and remaining budget.
• exa_get_contents tirth1263/ScaleKit Exa MCP Security — Retrieve complete content for Exa result IDs or URLs.
• exa_find_similar tirth1263/ScaleKit Exa MCP Security — Find pages that are semantically related to an absolute HTTP or HTTPS URL.
• exa_search tirth1263/ScaleKit Exa MCP Security — Search the live web and optionally enrich each result with extracted content.
• codex-reply gongchen0916/claude-science-codex-review — Send a follow-up message to a completed job's thread.
• codex gongchen0916/claude-science-codex-review — Submit a new job to Codex CLI for independent review or implementation. Returns a jobId immediately.
• codex-list-jobs gongchen0916/claude-science-codex-review — List all jobs in the local queue with their current status.
• codex-status gongchen0916/claude-science-codex-review — Poll the status of a previously submitted job. Returns current state (queued, dispatching, running, completed, failed, canceled).
• codex-cancel gongchen0916/claude-science-codex-review — Cancel a queued or running job.
• generate_diagram SaharshPamecha/@drawx/mcp-server — Turn a description into draw.io XML.
• architect_design SaharshPamecha/@drawx/mcp-server — Run the DrawX Architect Co-Pilot on a brief. Returns JSON with hld (and optional lld, doc).
• whoami SaharshPamecha/@drawx/mcp-server — Verify your API key and see remaining quota.
• get_program_source io.github.mario-andreschak/mcp-abap-adt — Retrieve the source code of an ABAP program.
• get_data_element io.github.mario-andreschak/mcp-abap-adt — Retrieve details of an ABAP data element.
• get_table_content io.github.mario-andreschak/mcp-abap-adt — Retrieve the content of an ABAP table (limited rows).
• get_table_structure io.github.mario-andreschak/mcp-abap-adt — Retrieve the structure of an ABAP table
• get_domain io.github.mario-andreschak/mcp-abap-adt — Retrieve details of an ABAP domain.
• search_abap_objects io.github.mario-andreschak/mcp-abap-adt — Search for ABAP objects by name pattern.
• get_class_definition io.github.mario-andreschak/mcp-abap-adt — Retrieve the definition of an ABAP class.
• get_function_module io.github.mario-andreschak/mcp-abap-adt — Retrieve the source code of an ABAP function module.
• get_source_code io.github.mario-andreschak/mcp-abap-adt — Retrieve the source code of an ABAP program or class
• query_postgres pennxiv/Thoth MCP — Execute a SELECT query against a PostgreSQL datasource
• list_tables_postgres pennxiv/Thoth MCP — List all tables in a PostgreSQL datasource (public schema)
• list_datasources pennxiv/Thoth MCP — List all configured MySQL, PostgreSQL, and Redis datasources
• query_mysql pennxiv/Thoth MCP — Execute a SELECT query against a MySQL datasource
• list_tables pennxiv/Thoth MCP — List all tables in a MySQL datasource
• describe_table pennxiv/Thoth MCP — Show column details for a MySQL table
• describe_table_postgres pennxiv/Thoth MCP — Show column details for a PostgreSQL table
• query_redis pennxiv/Thoth MCP — Execute a safe read-only Redis command
• get_identity iflow-mcp_prefecthq-prefect-mcp — Get the identity of the Prefect server
• get_search_html io.github.markmircea/Selenix-MCP-Server — Search page HTML by regex pattern
• get_test_list io.github.markmircea/Selenix-MCP-Server — List all tests in the project
• get_command_info io.github.markmircea/Selenix-MCP-Server — Get detailed docs for a specific command
• get_screenshot io.github.markmircea/Selenix-MCP-Server — Capture a screenshot of the browser window
• get_page_html io.github.markmircea/Selenix-MCP-Server — Get the page HTML with interactive elements annotated
• get_selected_command_info io.github.markmircea/Selenix-MCP-Server — Get DOM context for a command's target element
• get_current_test io.github.markmircea/Selenix-MCP-Server — Get all commands in the current test
• get_test_by_name io.github.markmircea/Selenix-MCP-Server — Get a test by its name
• get_command_list io.github.markmircea/Selenix-MCP-Server — List all available Selenix commands
• get_project_info io.github.markmircea/Selenix-MCP-Server — Get project metadata
• get_active_suite io.github.markmircea/Selenix-MCP-Server — Get the active test suite
• get_logs io.github.markmircea/Selenix-MCP-Server — Get recent logs (all types), 20 per page, most recent first. Optional page param for pagination.
• get_workspace_context io.github.markmircea/Selenix-MCP-Server — Get a summary of the current workspace
• add_commands io.github.markmircea/Selenix-MCP-Server — Add commands to a test at a specific position
• get_step_results io.github.markmircea/Selenix-MCP-Server — Get pass/fail results from the last test run
• run_test io.github.markmircea/Selenix-MCP-Server — Run a test and wait for results (up to 2 minutes)
• clear_and_replace_commands io.github.markmircea/Selenix-MCP-Server — Replace all commands in a test
• fix_commands io.github.markmircea/Selenix-MCP-Server — Apply targeted fixes — update, remove, or insert commands
• capabilities io.github.dosev-ai/mcp-office-word — Returns the list of tools available on the server.
• x402_discover_payment_requirements @goplausible/algorand-plugin — Probes an x402-protected endpoint and returns the server's accepts[] array (cost, networks, assets, facilitator) without paying.
• make_http_request_with_x402 @goplausible/algorand-plugin — Runs discovery, selects cheapest affordable Algorand requirement, builds atomic 2-transaction group, signs payment leg, resends with PAYMENT
• search-skills QdrantSkillsMCP — Semantic vector search with configurable temperature and max results
• load-skill QdrantSkillsMCP — Fetch specific skill(s) by name
• add-skill QdrantSkillsMCP — Persist a skill with YAML frontmatter to Qdrant
• update-skill QdrantSkillsMCP — Update existing skill content and re-embed
• delete-skill QdrantSkillsMCP — Permanently remove a skill
• archive-skill QdrantSkillsMCP — Soft-hide a skill without deletion
• list-skills QdrantSkillsMCP — List all skills (supports --names and --summaries modes)
• reset-session QdrantSkillsMCP — Clear session tracking for loaded skills
• get-skill-guide QdrantSkillsMCP — Returns the bundled guide teaching agents how to use QdrantSkillsMCP
• quiver_mcp_delete quiverdb-providers — Delete a vector by ID from a Quiver collection
• quiver_mcp_list_collections quiverdb-providers — List all collections in the Quiver database
• quiver_mcp_search quiverdb-providers — Search for nearest neighbors in a Quiver collection
• quiver_mcp_insert quiverdb-providers — Insert a vector with optional payload into a Quiver collection
• lambda_list_functions io.github.giovanemartins/localstack — List all functions
• lambda_get_function io.github.giovanemartins/localstack — Get function details
• secretsmanager_delete_secret io.github.giovanemartins/localstack — Delete a secret (with optional force delete)
• secretsmanager_restore_secret io.github.giovanemartins/localstack — Restore a previously deleted secret
• ssm_get_parameter io.github.giovanemartins/localstack — Get a parameter by name
• ssm_put_parameter io.github.giovanemartins/localstack — Create or update a parameter
• ssm_describe_parameters io.github.giovanemartins/localstack — List and describe parameters
• ses_list_identities io.github.giovanemartins/localstack — List all verified
• lambda_create_function io.github.giovanemartins/localstack — Create a function from a base64-encoded ZIP
• lambda_delete_function io.github.giovanemartins/localstack — Delete a function
• lambda_invoke io.github.giovanemartins/localstack — Invoke a function and return its response + logs
• secretsmanager_list_secrets io.github.giovanemartins/localstack — List all secrets
• secretsmanager_create_secret io.github.giovanemartins/localstack — Create a new secret
• eventbridge_list_targets io.github.giovanemartins/localstack — List targets for a rule
• eventbridge_remove_targets io.github.giovanemartins/localstack — Remove targets from a rule
• s3_list_objects io.github.giovanemartins/localstack — List objects with optional prefix filter
• sqs_list_queues io.github.giovanemartins/localstack — List all queues
• sqs_create_queue io.github.giovanemartins/localstack — Create a standard or FIFO queue
• sqs_delete_queue io.github.giovanemartins/localstack — Delete a queue
• sqs_send_message io.github.giovanemartins/localstack — Send a message
• sqs_receive_messages io.github.giovanemartins/localstack — Receive up to 10 messages (with long-polling support)
• sqs_delete_message io.github.giovanemartins/localstack — Delete a message by receipt handle
• sns_unsubscribe io.github.giovanemartins/localstack — Unsubscribe from a topic
• sns_list_subscriptions_by_topic io.github.giovanemartins/localstack — List all subscriptions for a topic
• sns_publish io.github.giovanemartins/localstack — Publish a message to a topic

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