AI agent tool reliability // full index
Categories
data 27063 · knowledge 26982 · other 18304 · finance 15033 · search 12350 · devops 9074 · communication 8282 · productivity 7714 · code 7501 · security 6964 · files 5825 · ml 5694 · media 5214 · web 4165 · database 4141 · retrieval 3385 · browser 2493 · payments 1620 · email 1469 · analytics 899 · calendar 854 · blockchain 605 · marketing 449 · research 398 · health 290 · crm 255 · memory 247 · ecommerce 216 · advertising 187 · network 156 · compliance 143 · project management 115 · seo 113 · storage 112 · news 108 · design 103 · social 99 · monitoring 83 · api 72 · cms 54 · identity 48 · sales 39 · system 38 · healthcare 32 · defi 31 · content 31 · education 30 · social media 29 · marketplace 28 · observability 26 · project 26 · commerce 24 · hardware 21 · cloud 21 · automation 21 · iot 20 · hr 20 · accessibility 20 · debug 18 · workflow 18
Tools
- npm/-yoonion/mimi-seed-mcp/facebook_post_photo Post a photo to Facebook.
- npm/-yoonion/mimi-seed-mcp/screenshot_validate Validate screenshots against store specifications.
- glama/lqwangxg/mcp-server-hello/get-time Returns the current server time.
- glama/lqwangxg/mcp-server-hello/add Adds two numbers together.
- glama/lqwangxg/mcp-server-hello/update-config-index update the index in configfile by increment.
- glama/cmer81/infoclimat-mcp/search_stations Search stations by name or département — use this to resolve a place name to station IDs
- glama/cmer81/infoclimat-mcp/list_stations List stations with optional filters (département, pays, genre, active_only)
- glama/cmer81/infoclimat-mcp/get_observations Observations for one or more stations over a date range — raw (~10 min resolution) or aggregated daily (aggregate='daily')
- glama/cmer81/infoclimat-mcp/get_latest Latest observation for each requested station
- glama/cmer81/infoclimat-mcp/find_nearest_stations Find stations within a radius of a lat/lon point
- glama/cmer81/infoclimat-mcp/get_precipitation_summary Precipitation totals over a period, with lat/lon for mapping
- npm/-reconcrap/boss-recommend-mcp/start_recommend_pipeline_run 异步启动推荐页筛选;先经过前置门禁,通过后返回ACCEPTED + run_id
- npm/-reconcrap/boss-recommend-mcp/prepare_recommend_pipeline_run 只校验完整payload;不启动筛选。主要用于显式预检或定时任务前校验
- npm/-reconcrap/boss-recommend-mcp/boss_chat_health_check 聊天页健康检查
- npm/-reconcrap/boss-recommend-mcp/prepare_boss_chat_run 准备聊天页筛选运行
- npm/-reconcrap/boss-recommend-mcp/start_boss_chat_run 启动聊天页筛选
- npm/-reconcrap/boss-recommend-mcp/list_recommend_jobs 只读读取推荐页岗位下拉框,返回可直接用于cron/一次性任务的job_names
- npm/-reconcrap/boss-recommend-mcp/run_recommend start_recommend_pipeline_run的短别名;用户已经确认且要现在启动时优先调用
- npm/-reconcrap/boss-recommend-mcp/cancel_recommend_pipeline_run 取消运行中任务
- npm/-reconcrap/boss-recommend-mcp/pause_recommend_pipeline_run 请求暂停run;会在当前候选人处理完成后进入paused
- npm/-reconcrap/boss-recommend-mcp/resume_recommend_pipeline_run 继续paused run;沿用同run_id与同CSV
- npm/-reconcrap/boss-recommend-mcp/get_recommend_pipeline_run 用已知run_id轮询状态
- npm/-reconcrap/boss-recommend-mcp/list_recommend_pipeline_runs 只读列出最近run摘要并返回latest_run;忘记run_id时用它恢复
- npm/-reconcrap/boss-recommend-mcp/run_recruit_pipeline 启动搜索页筛选
- npm/-reconcrap/boss-recommend-mcp/start_recruit_pipeline_run 异步启动搜索页筛选
- npm/-reconcrap/boss-recommend-mcp/get_recruit_pipeline_run 获取搜索页筛选运行状态
- npm/-reconcrap/boss-recommend-mcp/resume_recruit_pipeline_run 继续搜索页筛选
- npm/-reconcrap/boss-recommend-mcp/cancel_recruit_pipeline_run 取消搜索页筛选
- npm/-reconcrap/boss-recommend-mcp/resume_boss_chat_run 继续聊天页筛选
- npm/-reconcrap/boss-recommend-mcp/get_boss_chat_run 获取聊天页筛选运行状态
- npm/-reconcrap/boss-recommend-mcp/pause_boss_chat_run 暂停聊天页筛选
- npm/-reconcrap/boss-recommend-mcp/schedule_recommend_pipeline_run 只用于用户明确要求稍后/cron/定时;保存已READY的完整payload,启动detached scheduler
- npm/-reconcrap/boss-recommend-mcp/get_recommend_scheduled_run 查询package-owned定时任务;到点后会显示内层run_id和run快照
- npm/-reconcrap/boss-recommend-mcp/run_recommend_self_heal 手动运维工具;扫描Boss recommend的selector/network规则漂移,并在确认后应用高置信度修复
- npm/-reconcrap/boss-recommend-mcp/pause_recruit_pipeline_run 暂停搜索页筛选
- npm/-reconcrap/boss-recommend-mcp/list_boss_chat_jobs 只读读取聊天页岗位列表;chat-only获取job_options的首选别名
- npm/-reconcrap/boss-recommend-mcp/cancel_boss_chat_run 取消聊天页筛选
- docker/openapi/get_known_responses Lists all known responses for given operation IDs from a OpenAPI or Swagger JSON document.
- docker/openapi/get_list_of_operations Lists all operation IDs from a given OpenAPI or Swagger JSON document.
- docker/openapi/validate_document Validates the structure and syntax of an OpenAPI JSON document.
- docker/openapi/generate_curl_command Generates a cURL command for a specific operation ID.
- docker/openapi/create_csharp_snippet Creates a simple HTTP request for a given operation ID.
- glama/skillselion/skillselion-mcp-server/search_skillselion Search by keyword or task; optional type filter (skill/mcp/marketplace). Returns name, type, installs, stars, repo, install command, and lis
- glama/skillselion/skillselion-mcp-server/load_skill Pulls a skill's real SKILL.md into context and materializes its whole directory (scripts, references, templates) into a temp folder, so the
- glama/skillselion/skillselion-mcp-server/synthesize_skills Merges key rules from top matching skills into one deduped, provenance-tagged digest. Each source skill is materialized to disk in full.
- glama/skillselion/skillselion-mcp-server/top_skillselion Returns the leaderboard of best Claude Code skills / MCP servers right now. Skills rank by installs; MCP servers & marketplaces by GitHub st
- glama/kjessie00/dongnesos-mcp/classify_civic_issue Classifies the issue into the fixed 28-item taxonomy, routes it to a channel family, and returns the canonical Pro Chat output fields.
- glama/kjessie00/dongnesos-mcp/draft_civic_report Creates a neutral report preparation draft for non-emergency cases only.
- glama/remynln/mcp-xray-cloud/list_tests List tests with JQL filtering by project, labels, and component
- glama/remynln/mcp-xray-cloud/get_test Get full test details including steps and preconditions
- glama/remynln/mcp-xray-cloud/get_test_plan Get test plan details with associated tests
- glama/remynln/mcp-xray-cloud/create_test_plan Create a new test plan
- glama/remynln/mcp-xray-cloud/list_test_plans List test plans in a project
- glama/remynln/mcp-xray-cloud/add_tests_to_test_plan Associate tests with a test plan
- glama/remynln/mcp-xray-cloud/list_test_executions List test executions in a project
- glama/remynln/mcp-xray-cloud/create_test_execution Create an execution, optionally linked to a test plan
- glama/remynln/mcp-xray-cloud/update_test_run_status Set a test run to PASSED, FAILED, TODO, EXECUTING, or ABORTED
- glama/remynln/mcp-xray-cloud/import_execution_results Import test execution results in Xray JSON format
- glama/remynln/mcp-xray-cloud/import_cucumber_results Import Cucumber JSON results
- glama/remynln/mcp-xray-cloud/import_testng_results Import TestNG XML results
- glama/remynln/mcp-xray-cloud/import_nunit_results Import NUnit XML results
- glama/remynln/mcp-xray-cloud/import_robot_results Import Robot Framework XML results
- glama/remynln/mcp-xray-cloud/import_feature_file Import Gherkin .feature file
- glama/remynln/mcp-xray-cloud/export_cucumber_features Export Cucumber feature files from Xray tests
- glama/remynln/mcp-xray-cloud/create_test Create Manual, Cucumber, or Generic tests
- glama/remynln/mcp-xray-cloud/update_test Update test type (Jira field updates require Jira REST API credentials)
- glama/remynln/mcp-xray-cloud/get_test_execution Get execution details with test run statuses
- glama/remynln/mcp-xray-cloud/import_junit_results Import JUnit XML results
- glama/remynln/mcp-xray-cloud/import_behave_results Import Behave JSON results
- npm/-neriros/ralphy/ralph_list_changes List all changes in the current project
- npm/-neriros/ralphy/ralph_get_change Get details of a specific change
- npm/-neriros/ralphy/ralph_create_change Create a new change
- npm/-neriros/ralphy/ralph_stop Stop the current running change
- npm/-neriros/ralphy/ralph_append_steering Append steering instructions to an existing change
- npm/-theronap/cortex-mcp/my_context your projects, recent activity, gaps, and directives.
- npm/-theronap/cortex-mcp/session_context opening-query-centered context seeded from the most relevant node and its neighborhood.
- npm/-theronap/cortex-mcp/search_org search your visible activity and projects by keyword.
- npm/-theronap/cortex-mcp/project_status status of a specific project by key.
- mcp-registry/io.github.upstash/context7/resolve_library_id Resolve a library name to its Context7 library ID
- mcp-registry/io.github.upstash/context7/get_library_docs Get documentation for a library by its Context7 library ID
- npm/-vivantel/virage-agent-claude/session_usage Returns a per-prompt token usage table for the current session
- npm/-vivantel/virage-agent-claude/onboard Copies plugin-config/ files and registers this MCP server in the project
- npm/-vivantel/virage-agent-claude/list_skills Returns all available Virage skill names
- npm/-vivantel/virage-agent-claude/read_skill Returns the SKILL.md content for the named skill
- npm/-subscribe.dev/mcp/subscribe_dev_list_projects List all your Subscribe.dev projects with pagination.
- npm/-subscribe.dev/mcp/subscribe_dev_get_project Get detailed information about a specific project.
- npm/-subscribe.dev/mcp/subscribe_dev_get_project_api_key Retrieve the API key for a project (for making API requests).
- npm/-subscribe.dev/mcp/subscribe_dev_delete_project Delete a project permanently.
- npm/-subscribe.dev/mcp/subscribe_dev_deploy_content Deploy HTML or file content to a project. Your content goes live instantly!
- npm/-subscribe.dev/mcp/run_text_ai Execute text AI models (GPT, Claude, Gemini, etc.) and bill usage to your demo project.
- npm/-subscribe.dev/mcp/subscribe_dev_create_project Create a new Subscribe.dev project.
- npm/-subscribe.dev/mcp/upload_file Upload a file (image, video, audio) and get a public CloudFront URL.
- npm/-cerefox/memory/cerefox_mcp_list List documents in the knowledge base
- npm/-cerefox/memory/cerefox_mcp_get Get a specific document by ID
- npm/-cerefox/memory/cerefox_mcp_delete Delete a document by ID
- npm/-cerefox/memory/cerefox_mcp_audit_log Get audit log entries
- npm/-cerefox/memory/cerefox_mcp_search Semantic + full-text hybrid search across the knowledge base
- npm/-cerefox/memory/cerefox_mcp_ingest Ingest a document into the knowledge base
- npm/-cerefox/memory/cerefox_mcp_version_history Get version history of a document
- npm/-cerefox/memory/cerefox_mcp_init Initialize the knowledge base connection
more →