AI agent tool reliability // full index

Categories

data 159692 · knowledge 124606 · other 102122 · search 59374 · devops 55685 · finance 52482 · code 44441 · communication 39175 · productivity 38195 · files 36061 · web 35949 · security 35067 · media 34504 · retrieval 26622 · database 23557 · ml 19276 · browser 16717 · email 10927 · payments 5585 · calendar 4795 · analytics 4385 · blockchain 1963 · network 1836 · health 1739 · marketing 1397 · crm 1243 · memory 930 · storage 899 · research 795 · social 739 · ecommerce 664 · design 605 · advertising 583 · commerce 524 · project 523 · seo 509 · compliance 449 · api 423 · news 415 · 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 110 · hardware 110 · auth 110 · cms 107 · testing 104

Tools

• memory_feedback lemma-mcp — Positive/negative feedback, adjusts confidence
• memory_read lemma-mcp — Read/search fragments. Summary mode or full detail by ID
• memory_add lemma-mcp — Save findings. Auto-redacts secrets, detects duplicates and conflicts
• memory_update lemma-mcp — Update fragment by ID
• memory_forget lemma-mcp — Delete fragment
• memory_merge lemma-mcp — Merge fragments, inherit relations & guide links
• memory_relate lemma-mcp — Create typed links (contradicts, supersedes, supports, related_to)
• guide_get lemma-mcp — Get guides sorted by usage, filter by category or task
• guide_practice lemma-mcp — Record guide usage. Auto-creates guide if missing
• guide_distill lemma-mcp — Transform memory → guide learning (bidirectional link)
• guide_update lemma-mcp — Update guide properties, anti-patterns, pitfalls
• guide_forget lemma-mcp — Remove guide
• session_start lemma-mcp — Start traced session, pre-loads relevant context
• session_attempt lemma-mcp — Record a tried approach (rejected/partial/promising) — dead ends are valuable memory
• session_end lemma-mcp — End session with review, auto-linking, and suggestions
• session_stats lemma-mcp — Virtual session statistics
• suggestion_respond lemma-mcp — Accept or dismiss a surfaced improvement suggestion (teaches Lemma your preferences)
• conflict_scan lemma-mcp — Scan all memories for contradictions
• proactive_analysis lemma-mcp — Full knowledge base analysis: stale, orphan, distill, deprecated
• project_analytics lemma-mcp — Cross-session project health, growth rate, skill coverage
• backup_create lemma-mcp — Create and verify one portable backup of all database records
• backup_preview lemma-mcp — Validate a backup, compare record counts, and prepare a confirmation token
• backup_restore lemma-mcp — Replace memory after explicit confirmation, with a mandatory safety backup
• taskmarket_list_tasks exhaustingsky/taskmarket-mcp-server — Browse all open tasks on the marketplace
• taskmarket_get_task exhaustingsky/taskmarket-mcp-server — Fetch full details for a specific task by ID
• taskmarket_get_actions exhaustingsky/taskmarket-mcp-server — Show lifecycle actions awaiting this agent
• taskmarket_inbox exhaustingsky/taskmarket-mcp-server — Show tasks you created or are working on
• taskmarket_claim_task exhaustingsky/taskmarket-mcp-server — Claim a claim-mode task exclusively
• taskmarket_submit_work exhaustingsky/taskmarket-mcp-server — Submit a deliverable file for a task
• taskmarket_wallet_balance exhaustingsky/taskmarket-mcp-server — Check USDC and ETH balance on Base
• taskmarket_wallet_address exhaustingsky/taskmarket-mcp-server — Print the agent wallet address
• taskmarket_deposit exhaustingsky/taskmarket-mcp-server — Show funding info for the agent wallet
• taskmarket_task_submissions exhaustingsky/taskmarket-mcp-server — List existing submissions for a task
• taskmarket_my_submissions exhaustingsky/taskmarket-mcp-server — List all submissions by this wallet
• taskmarket_agent_stats exhaustingsky/taskmarket-mcp-server — View agent statistics and reputation
• jambonz_developer_toolkit @jambonz/mcp-schema-server — Returns the full developer guide and schema index. Call this first before writing any jambonz code.
• get_jambonz_schema @jambonz/mcp-schema-server — Fetch the JSON Schema for any verb, component, or callback (e.g. verb:say, component:synthesizer, callback:gather, guide:session-commands).
• list_media_models chutes-media-mcp — Discover available media models for a given kind (image, video, music, speech).
• describe_media_model chutes-media-mcp — Fetch a model's live cords and input schema.
• generate_media chutes-media-mcp — Submit a payload to generate media; the asset is saved into the workspace.
• get_resource_api @joycode-ide/resources-mcp — 根据资源ID获取对应的API接口详细信息，自动转换为标准化的API文档格式
• query_resource_list @joycode-ide/resources-mcp — 查询AI资源列表，支持按关键词搜索
• edict_version io.github.Sowiedu/edict — Returns compiler version and capability info
• edict_examples io.github.Sowiedu/edict — Returns 41 example programs as JSON ASTs (includes schema snippet)
• edict_validate io.github.Sowiedu/edict — Validates AST structure (field names, types, node kinds)
• edict_check io.github.Sowiedu/edict — Full pipeline: validate → resolve names → type check → effect check → contract verify → compile to WASM
• edict_schema io.github.Sowiedu/edict — Returns the full AST JSON Schema — the spec for how to write programs
• estimate_cost io.github.Space-Raven/smeltr-token2022 — Platform fee (0.03 SOL) + rent estimate
• list_modules io.github.Space-Raven/smeltr-token2022 — Supported modules (Transfer Fee, Non-Transferable, Permanent Delegate) with high-impact flags
• describe_module io.github.Space-Raven/smeltr-token2022 — Parameters, ranges, authority fields, security notes
• validate_config io.github.Space-Raven/smeltr-token2022 — Real compatibility engine + Zod schema validation
• scan_domain io.github.ExposureGuard/exposureguard-mcp — Full security scan — 8 checks, A-F grade, score, findings, report URL (~8s)
• get_grade io.github.ExposureGuard/exposureguard-mcp — Cached grade lookup (up to 24h old) — fast, no new scan triggered
• get_remediation io.github.ExposureGuard/exposureguard-mcp — Copy-paste fix snippets for all failing checks
• get_dependencies io.github.ExposureGuard/exposureguard-mcp — Third-party scripts/resources loaded by the domain
• enforcePolicy @actpass/sdk — Evaluate a tool call against ActPass policy and return allow/deny/needs-approval decision.
• guard @actpass/sdk — Wrap a tool execution with policy enforcement; execute only if allowed.
• search_products io.github.Wowstorelive/fashion-shopping — Search 2,200+ products by keyword
• get_product io.github.Wowstorelive/fashion-shopping — Full product details — sizes, colors, images
• list_collections io.github.Wowstorelive/fashion-shopping — List all product categories
• create_cart io.github.Wowstorelive/fashion-shopping — Build a cart, get checkout URL
• ask_lucy io.github.Wowstorelive/fashion-shopping — Ask Lucy AI stylist for fashion advice
• get_recommendations io.github.Wowstorelive/fashion-shopping — Similar & complementary suggestions
• check_discount io.github.Wowstorelive/fashion-shopping — Active promo codes and offers
• browse_collection io.github.Wowstorelive/fashion-shopping — Browse curated collections
• get_store_info io.github.Wowstorelive/fashion-shopping — Shipping, returns, payments, features
• create_capsule io.github.Wowstorelive/fashion-shopping — Build a capsule wardrobe
• estimateEvolution @formicoidea/labre-mcp — Estimate the Wardley evolution position of a component (runs the estimate-component-evolution recipe).
• runCommand @formicoidea/labre-mcp — Invoke a single strategy directly by its 5-segment methodId → CommandResult + JSON-labre envelope.
• runRecipe @formicoidea/labre-mcp — Run a multi-step recipe by <domain>:<tool>:<name> reference → JSON-labre envelope + final AST + artifact path.
• __ping__ @formicoidea/labre-mcp — Smoke tool — echoes its input. Validates the transport.
• search NikkeTryHard/ddg-search — Performs a DuckDuckGo web search with failover across multiple backends.
• status NikkeTryHard/ddg-search — Shows backend health and status table.
• execute @kova-sdk/wallet — Execute a transaction (transfer, etc.) on the blockchain, subject to policy constraints.
• get_component_list phinix — 获取项目内所有可用的组件列表
• get_component_source phinix — 获取组件的完整实现代码
• get_component_demos phinix — 获取组件的使用示例代码和演示效果
• get_component_readme phinix — 获取组件的使用文档和说明信息
• get_api_definition phinix — 对接后端接口，返回接口的使用React代码和生成代码时必须遵循的规则
• get_component_define phinix — 获取组件的TypeScript接口定义和属性说明
• write_invoice_pdf @coderseranpm/mcp — Render a real .pdf using a local Chrome/Chromium/Edge/Brave. Falls back to writing .html (no error) if no browser is found.
• write_invoice_json @coderseranpm/mcp — Write the normalized invoice JSON to local disk for accounting or CRM import.
• check_domain_rating @coderseranpm/mcp — Check Ahrefs Domain Rating (DR 0-100) for one domain or URL.
• bulk_check_domain_rating @coderseranpm/mcp — Check Ahrefs Domain Rating for up to 10 domains or URLs in one request.
• lookup_ip @coderseranpm/mcp — Look up geolocation, ASN, ISP, timezone, and country metadata for one IPv4/IPv6 address or the caller IP.
• bulk_lookup_ips @coderseranpm/mcp — Look up IP metadata for up to 10 IPv4/IPv6 addresses in one request.
• create_browser_note @coderseranpm/mcp — Create a note in Codersera Browser Notes Taker from plain text or sanitized HTML.
• list_browser_notes @coderseranpm/mcp — List recent Codersera Browser Notes, optionally filtered by title/excerpt search.
• read_browser_note @coderseranpm/mcp — Read one note by id, including sanitized HTML and plain text.
• update_browser_note @coderseranpm/mcp — Update a note title and/or body. Plain text is converted to simple browser-editor HTML when HTML is omitted.
• delete_browser_note @coderseranpm/mcp — Delete one note by id.
• share_browser_note @coderseranpm/mcp — Publish or unpublish a note and return its Codersera public share URL when published.
• create_invoice @coderseranpm/mcp — Build a normalized invoice from supplier, buyer, lines, tax, discount, and payment fields. Returns JSON, totals, and a formatted summary.
• calculate_invoice_totals @coderseranpm/mcp — Recompute line totals, tax breakdown, discounts, withholding, shipping, and amount due for an invoice payload.
• write_invoice_html @coderseranpm/mcp — Write a standalone printable .html invoice to local disk. Open it in a browser and Save as PDF.
• list_invoice_templates @coderseranpm/mcp — List template ids accepted by the web invoice generator, each with a short description. The MCP renderer uses a clean printable layout.
• list_supported_currencies @coderseranpm/mcp — List common supported invoice currencies and default locales.
• get_invoice_schema @coderseranpm/mcp — Return a compact field guide for agent prompting.
• browser_get_requests io.github.F-loat/mtop-devtools — 获取历史请求记录
• browser_get_events io.github.F-loat/mtop-devtools — 获取 RUM/aplus 埋点事件

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