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AI agent tool reliability // full index
Categories data 135749 · knowledge 108420 · other 86018 · devops 51629 · search 49936 · finance 48492 · code 39481 · communication 36071 · productivity 34424 · files 32254 · media 32051 · security 31214 · retrieval 24192 · database 22016 · ml 17671 · web 15623 · browser 15146 · email 9995 · payments 5170 · calendar 4368 · analytics 4010 · blockchain 1845 · network 1751 · health 1620 · marketing 1289 · crm 1163 · memory 831 · storage 819 · research 739 · social 693 · ecommerce 618 · design 581 · project 511 · commerce 499 · advertising 471 · news 442 · compliance 427 · seo 423 · api 379 · project management 343 · system 342 · monitoring 301 · education 217 · content 188 · cloud 164 · observability 138 · automation 134 · debug 124 · mobile 120 · workflow 111 · iot 109 · account 109 · auth 109 · fitness 108 · integration 107 · identity 105 · marketplace 102 · hardware 102 · cms 100 · hr 98
Tools get_chats whatsapp-mcp-server — Get a list of chats
create_group whatsapp-mcp-server — Create a new WhatsApp group
get_group_participants whatsapp-mcp-server — Get the participants of a group
open_session whatsapp-mcp-server — Open a new WhatsApp session
attempt_write_operation rosarion97/unifi-readonly-mcp-server-public — Returns a canonical refusal string to make the read-only stance visible in tool catalogs.
Search_Listings Repliers-io/mcp-server — Natural language listing search powered by Repliers NLP — requires NLP to be enabled on your Repliers account
get_listing Repliers-io/mcp-server — Fetch a single listing by MLS number
Market_Statistics Repliers-io/mcp-server — Market stats — averages, medians, days on market, grouped by time or geography
Lookup_Possible_Values Repliers-io/mcp-server — Enumerate valid filter values (property types, neighborhoods, etc.) before running a statistics query
memory_files io.github.stcmain/whats-loaded-mcp — CLAUDE.md/AGENTS.md sizes and what their @import lines silently pull in.
mcp_servers io.github.stcmain/whats-loaded-mcp — Every MCP server configured across your clients, and which config declares it.
context_budget io.github.stcmain/whats-loaded-mcp — Shows how much context is loaded before you type, split by source.
skill_costs io.github.stcmain/whats-loaded-mcp — Skills ranked by token cost, so you trim where it actually pays.
duplicate_skills io.github.stcmain/whats-loaded-mcp — The same skill installed more than once — usually pure waste.
approve_action alphaparkinc/genpark-human-in-the-loop-approval-gate-interrupt-skill — Approve a pending action with a signed cryptographic review token, authorizing the agent to resume execution
reject_action alphaparkinc/genpark-human-in-the-loop-approval-gate-interrupt-skill — Reject a pending action, preventing the agent from resuming execution
get_pending_actions alphaparkinc/genpark-human-in-the-loop-approval-gate-interrupt-skill — Retrieve a list of all pending actions awaiting human review
inspect_diff alphaparkinc/genpark-human-in-the-loop-approval-gate-interrupt-skill — Inspect the diff of a pending action to review changes before approval
search_pdf n-irei/hybrid-rag-mcp-server — PDF 内をベクトル検索して関連チャンクを返す
get_pdf_info n-irei/hybrid-rag-mcp-server — ChromaDB に登録済みの PDF 情報を返す
recommend_ssg tosin2013/documcp — Intelligent SSG recommendations with historical data and user preferences
detect_gaps tosin2013/documcp — Identify missing documentation sections
deploy_site tosin2013/documcp — Automated deployment to GitHub Pages or Vercel with outcome tracking
verify_deployment tosin2013/documcp — Comprehensive deployment validation
analyze_deployments tosin2013/documcp — Analytics and insights from deployment history
manage_preferences tosin2013/documcp — Manage user preferences for personalized recommendations
analyze_repository tosin2013/documcp — Deep repository structure and dependency analysis
get_growth trendsapi/npm-trends-api — Returns growth percentages over 3M/6M/12M/5Y windows for a given keyword/source.
get_time_series trendsapi/npm-trends-api — Returns historical weekly downloads as a normalized 0-100 series for a given keyword/source.
get_top_trends trendsapi/npm-trends-api — Returns live trending feeds from various sources (no keyword needed).
get_figure @stratta/mcp — Retrieve a figure inline (base64 ImageContent) + public URL.
get_section @stratta/mcp — Full enriched content of a section (formulas, tables, figures, cross-refs).
list_norms @stratta/mcp — List all norms published in your workspace (code, year, title, language).
get_toc @stratta/mcp — Hierarchical TOC for a norm (default maxDepth=1 = chapters).
search_in_norm @stratta/mcp — Keyword search inside a norm.
get_cross_refs @stratta/mcp — Outgoing cross-refs from a section to other norms.
get_methodology @stratta/mcp — Behavioural contract: persona, workflow, meta-routing hints, answer rules. Call first.
get_subtree @stratta/mcp — Drill into a chapter/section subtree (path + maxDepth).
list_dossiers @stratta/mcp — Your organisation's dossiers, most recently touched first, with open counts.
open_dossier @stratta/mcp — Open a project's dossier, creating it if needed. Idempotent on the name.
save_finding @stratta/mcp — Record one decision: a cited article, a retained
get_file_outline cryskram/relith — Get outline of a file
get_recent_commits cryskram/relith — Get recent commits in a repository
get_file_content cryskram/relith — Get content of a file
search_code cryskram/relith — Full-text search across all indexed code
list_hub_files cryskram/relith — List hub files (highly connected files)
find_symbol cryskram/relith — Find a symbol by name
find_references cryskram/relith — Find references to a symbol
find_callers cryskram/relith — Find callers of a function
find_callees cryskram/relith — Find callees of a function
get_file_tree cryskram/relith — Get file tree of a repository
get_repo_summary cryskram/relith — Get summary of a repository
get_related_files cryskram/relith — Get files related to a given file
get_file_history cryskram/relith — Get history of a file
get_blame cryskram/relith — Get blame information for a file
get_diff cryskram/relith — Get diff between two refs
xianyu_get_status YRMDLG/xianyu-shopping-assistant — 查询闲鱼选品助手状态,返回登录、风控和预算摘要
xianyu_get_research_report YRMDLG/xianyu-shopping-assistant — 获取当前研究任务的最终报告,包含采集时间、关键词、覆盖结论和购买建议。
xianyu_enrich_candidates YRMDLG/xianyu-shopping-assistant — 为已完成或部分完成的任务中的短名单候选补充卖家画像、图片和一次性在售刷新证据。
xianyu_preview_research YRMDLG/xianyu-shopping-assistant — 对候选关键词进行第一页预览校准,最多自动修正两次,总预览最多三次
xianyu_start_research YRMDLG/xianyu-shopping-assistant — 启动正式采集任务,按需 companion 独立采集,返回 job_id
xianyu_get_progress YRMDLG/xianyu-shopping-assistant — 获取任务进度,包括 heartbeat 状态、采集阶段、已处理数量等
xianyu_get_first_page_snapshot YRMDLG/xianyu-shopping-assistant — 获取原始关键词第一页的只读市场快照,最多 10 项
xianyu_get_provisional_preview YRMDLG/xianyu-shopping-assistant — 获取严格有界的暂定预览,读取本地前沿候选和缓存详情
xianyu_get_final_results YRMDLG/xianyu-shopping-assistant — 获取正式购买方案,0 至 3 个完整方案
xianyu_cancel_research YRMDLG/xianyu-shopping-assistant — 取消研究任务,删除 heartbeat 但不删除检查点
xianyu_continue_research YRMDLG/xianyu-shopping-assistant — 继续已有的闲鱼研究任务,从 SQLite 检查点恢复
memoria_buscar nanodaniel69/mcp-zip — Búsqueda semántica FTS5 + TF-IDF
memoria_leer nanodaniel69/mcp-zip — Lee archivo completo
memoria_resumen nanodaniel69/mcp-zip — Resumen compacto del estado
memoria_listar nanodaniel69/mcp-zip — Lista todos los proyectos
memoria_exportar nanodaniel69/mcp-zip — Exporta archivo de memoria
memoria_escribir nanodaniel69/mcp-zip — Registra entrada (bug, decisión, plan)
memoria_archivar nanodaniel69/mcp-zip — Archiva entradas >30 días en bóveda
memoria_importar nanodaniel69/mcp-zip — Migra .md existentes al sistema
memoria_sincronizar nanodaniel69/mcp-zip — Sync JSON + SQLite de todos los proyectos
memoria_exportar_zip nanodaniel69/mcp-zip — Exporta proyecto a formato .mcp-zip
memoria_importar_zip nanodaniel69/mcp-zip — Importa proyecto desde .mcp-zip
memoria_listar_zip nanodaniel69/mcp-zip — Lista contenido de un .mcp-zip
memoria_iniciar nanodaniel69/mcp-zip — Crea/reactiva proyecto + auto-archiva
memoria_estadisticas nanodaniel69/mcp-zip — Métricas de uso y ahorro de tokens
attempt_write_operation rosarion97/cloudvision-readonly-mcp-server-public — Refusal stub proving the read-only contract; performs no I/O.
review_gate BASHBOP/otito — Score merge readiness for local changes and pull requests with one deterministic gate.
pr BASHBOP/otito — Generate actionable PR review context from git diffs
deps BASHBOP/otito — Search dependency source through opensrc
repo BASHBOP/otito — Inspect a repository
discover BASHBOP/otito — Discover and index local repositories
index BASHBOP/otito — Index local repositories
search BASHBOP/otito — Search across the local catalog
context BASHBOP/otito — Generate task-aware context packets before an agent plans or edits
impact BASHBOP/otito — Score how much a change actually touches
review BASHBOP/otito — Generate PR review context
gate BASHBOP/otito — Score merge readiness for local changes
workspace BASHBOP/otito — Bind staged web, API, and shared-contract changes into one workspace receipt
structure BASHBOP/otito — Generate TypeScript structure HTML through code-structure
doctor BASHBOP/otito — Check tool availability
workspace_gate BASHBOP/otito — Score merge readiness for workspace changes
get_tool_metadata BASHBOP/otito — Expose simple agent-friendly tool metadata.
check_tool_availability BASHBOP/otito — Check tool availability.
inspect_repository BASHBOP/otito — Inspect a repository to understand its structure and metadata.
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