AI agent tool reliability // full index

Tools

glama/pipeworx-io/mcp-imf-portwatch/chokepoints_list List the 8 major maritime chokepoints PortWatch tracks (Suez, Panama, Bosphorus, Gibraltar, Dover, Malacca, Hormuz, Bab-el-Mandeb) with annu
glama/pipeworx-io/mcp-imf-portwatch/chokepoint_daily_traffic Daily vessel count per chokepoint — the signal for 'Suez transits dropped from 70/day to 30/day post-Houthi attacks'.
glama/pipeworx-io/mcp-imf-portwatch/port_search Search 1500+ named ports with country and trade share.
glama/pipeworx-io/mcp-imf-portwatch/recent_disruptions Port-affecting events (cyclones, floods, conflicts) with alert level and impact area.
glama/flemx/agent-creator-mcp/get_agent_requirements Guides the user through a series of questions to gather requirements for creating an AI agent
glama/flemx/agent-creator-mcp/generate_agent_metadata Generates the agent metadata based on gathered requirements
glama/flemx/agent-creator-mcp/deploy_agent Deploys the generated agent metadata to a Salesforce organization
mcp-registry/io.github.strangeadvancedmarketing/adam-framework/memory_get Retrieve the full contents of a specific vault file by name
mcp-registry/io.github.strangeadvancedmarketing/adam-framework/memory_list List all memory files available in the vault
mcp-registry/io.github.strangeadvancedmarketing/adam-framework/memory_search Search vault markdown files by keyword — returns excerpts with file names and line numbers
npm/-rushstack/mcp-server/rush_docs Retrieves relevant documentation sections based on your queries
npm/-rushstack/mcp-server/rush_workspace_details Retrieve detailed workspace information
npm/-rushstack/mcp-server/rush_command_validator Validate whether commands are compliant and follow best practices
npm/-rushstack/mcp-server/rush_pnpm_lock_file_conflict_resolver Resolve pnpm-lock.yaml conflicts
npm/-rushstack/mcp-server/rush_project_details Get detailed information about a specific project
npm/-rushstack/mcp-server/rush_migrate_project Migrate a project from one directory to another or into a different subspace
mcp-registry/io.github.qkrehgk1-wq/mcp-korea-worklife/salary_net_pay 연봉 → 월 실수령액 (4대보험·간이세액, 2026 기준)
mcp-registry/io.github.qkrehgk1-wq/mcp-korea-worklife/retirement_pay 퇴직금 (평균임금 × 30일 × 재직연수)
mcp-registry/io.github.qkrehgk1-wq/mcp-korea-worklife/annual_leave_days 연차 일수 (근로기준법, 입사일 기준)
mcp-registry/io.github.qkrehgk1-wq/mcp-korea-worklife/monthly_rent_to_jeonse 월세 → 전세 전환 (전월세전환율)
mcp-registry/io.github.qkrehgk1-wq/mcp-korea-worklife/vat_split 부가세 10% 분리
mcp-registry/io.github.qkrehgk1-wq/mcp-korea-worklife/square_meters_to_pyeong ㎡ → 평
mcp-registry/io.github.qkrehgk1-wq/mcp-korea-worklife/count_characters 글자수 (공백 포함/제외·바이트·줄수)
mcp-registry/io.github.qkrehgk1-wq/mcp-korea-worklife/jeonse_to_monthly_rent 전세 → 월세 전환 (전월세전환율)
mcp-registry/io.github.qkrehgk1-wq/mcp-korea-worklife/vat_add 부가세 10% 가산
mcp-registry/io.github.qkrehgk1-wq/mcp-korea-worklife/pyeong_to_square_meters 평 → ㎡
glama/jmgilman/crawl4ai-rag-mcp-server/smart_crawl_url Intelligently crawl a full website based on the type of URL provided (sitemap, llms-full.txt, or a regular webpage that needs to be crawled
glama/jmgilman/crawl4ai-rag-mcp-server/get_available_sources Get a list of all available sources (domains) in the database
glama/jmgilman/crawl4ai-rag-mcp-server/perform_rag_query Search for relevant content using semantic search with optional source filtering
glama/jmgilman/crawl4ai-rag-mcp-server/crawl_single_page Quickly crawl a single web page and store its content in the vector database
glama/jmgilman/crawl4ai-rag-mcp-server/search_code_examples Search specifically for code examples and their summaries from crawled documentation
glama/jmgilman/crawl4ai-rag-mcp-server/parse_github_repository Parse a GitHub repository into a Neo4j knowledge graph, extracting classes, methods, functions, and their relationships for hallucination de
glama/jmgilman/crawl4ai-rag-mcp-server/check_ai_script_hallucinations Analyze Python scripts for AI hallucinations by validating imports, method calls, and class usage against the knowledge graph
glama/jmgilman/crawl4ai-rag-mcp-server/query_knowledge_graph Explore and query the Neo4j knowledge graph with commands like repos, classes, methods, and custom Cypher queries
mcp-registry/io.github.qinisolabs/veridigit/validate_vin Validate a VIN using ISO 3779 alphabet and position-9 transliteration check digit.
mcp-registry/io.github.qinisolabs/veridigit/validate_iban Validate an IBAN using ISO 7064 mod-97 checksum and country-specific length rules.
mcp-registry/io.github.qinisolabs/veridigit/validate_isbn Validate an ISBN-13 using prefix and mod-10 weighted check digit.
mcp-registry/io.github.qinisolabs/veridigit/validate_card Validate a payment card number using Luhn checksum, brand detection, and length rules.
glama/solidlime/memorymcp/memory_search ハイブリッド検索（semantic + keyword + smart）
glama/solidlime/memorymcp/sandbox コード実行（Docker サンドボックス）
glama/solidlime/memorymcp/get_context ペルソナの状態・最近の記憶・感情・装備を一括取得（セッション開始時に呼ぶ）
glama/solidlime/memorymcp/memory_read 記憶を読み取る
glama/solidlime/memorymcp/memory_update 記憶を更新
glama/solidlime/memorymcp/memory_delete 記憶を削除
glama/solidlime/memorymcp/memory_stats 記憶の統計情報
glama/solidlime/memorymcp/update_context 感情・身体状態・ユーザー情報を更新
glama/solidlime/memorymcp/goal_manage 目標の作成・達成・取消
glama/solidlime/memorymcp/item_add アイテムを追加
glama/solidlime/memorymcp/item_remove アイテムを削除
glama/solidlime/memorymcp/item_equip アイテムを装備
glama/solidlime/memorymcp/item_unequip アイテムの装備を外す
glama/solidlime/memorymcp/sandbox_files サンドボックス内のファイル操作
glama/solidlime/memorymcp/invoke_skill スキルを呼び出して LLM の能力を拡張
glama/solidlime/memorymcp/memory_create 新しい記憶を作成
pulsemcp/quash/run_test Run a natural-language test task on a connected device
pulsemcp/quash/generate_test_cases Generate test cases from a prompt, document, or repository
pulsemcp/quash/list_devices List connected devices available for automation
pulsemcp/quash/list_apps List apps and builds in the Quash account
pulsemcp/quash/get_run Get details and results of a specific test run
pulsemcp/quash/setup_simulator Set up an iOS simulator for automation (macOS only)
pulsemcp/quash/setup_device Set up a physical iOS device for automation (macOS only)
npm/-aauth/proxy/identify Return the agent's AAuth identity and signing key metadata.
npm/-aauth/proxy/discover Discover AAuth resources and identities available to the agent.
npm/-aauth/proxy/sign Sign a payload with the agent's AAuth signing key.
npm/-aauth/proxy/resolve Resolve a resource or identity URL to its current state.
npm/-aauth/proxy/bootstrap Trigger the bootstrap flow if no identity is present.
npm/-aauth/proxy/interact Send an interaction to a resource or identity via the AAuth protocol.
npm/-aauth/proxy/register Register a new resource or identity with the AAuth registry.
npm/-aauth/proxy/verify Verify a signature against a payload and a public key.
npm/-tekmidian/pai/memory_search Semantic search across all past sessions and notes
npm/-tekmidian/pai/sessions_cleanup Auto-name unnamed sessions and organize by date
npm/-tekmidian/pai/review_week Synthesize session notes, git commits, and completed tasks into a themed narrative
npm/-tekmidian/pai/review_today Daily review across all projects
npm/-tekmidian/pai/journal Capture freeform reflections with timestamps
npm/-tekmidian/pai/plan_week Forward-looking priorities based on open TODOs and recent activity
npm/-tekmidian/pai/review_themes Spot patterns across sessions and projects
npm/-tekmidian/pai/share_bluesky Generate a conversational technical post for Bluesky
npm/-tekmidian/pai/observations_get Show all decisions or changes from a session
npm/-tekmidian/pai/projects_list List all tracked projects with stats
npm/-tekmidian/pai/memory_get_context Retrieve full context for a project or session
npm/-tekmidian/pai/projects_current Detect current project from working directory
npm/-tekmidian/pai/projects_status Get full project details, sessions, last activity
npm/-tekmidian/pai/sessions_list List recent sessions across all projects
npm/-tekmidian/pai/sessions_get Retrieve a specific session by number
npm/-tekmidian/pai/share_linkedin Generate a professional LinkedIn post about what you shipped
npm/-tekmidian/pai/share_twitter Generate a punchy X/Twitter post or thread
npm/-buhuo/product-doc-mcp/search_docs 搜索策划文档，根据关键词返回匹配文件列表
npm/-buhuo/product-doc-mcp/read_doc 读取指定路径的策划文档内容
npm/-buhuo/product-doc-mcp/search_and_read 搜索策划文档并直接读取第一个匹配结果
npm/-buhuo/product-doc-mcp/list_docs 列出所有配置的文档目录中的策划文件
npm/-buhuo/product-doc-mcp/get_config 查看当前文档来源配置
npm/-buhuo/product-doc-mcp/update_config 添加或移除文档来源
pulsemcp/btcpayserver/get_service_info Discover methods available for a service
pulsemcp/btcpayserver/get_method_info Get detailed parameter requirements for a method
pulsemcp/btcpayserver/btcpay_request Execute API calls to BTCPayServer
mcp-registry/io.github.csoai-org/real-estate-listing-mcp/estimate_valuation Estimate property valuation based on address and features.
mcp-registry/io.github.csoai-org/real-estate-listing-mcp/find_comparable_sales Find comparable recent sales for a property.
mcp-registry/io.github.csoai-org/real-estate-listing-mcp/generate_listing Generate a real estate listing description from property details.
npm/zenarc-mcp/zenarc_scan Discover projects and add them to the registry
npm/zenarc-mcp/zenarc_list_projects List all registered projects (name, path, ticket config)

AI agent tool reliability // full index

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