AI agent tool reliability // full index

Categories

data 135800 · knowledge 108495 · other 86043 · devops 51639 · search 49958 · finance 48511 · code 39485 · communication 36099 · productivity 34424 · files 32254 · media 32052 · security 31234 · retrieval 24199 · database 22019 · ml 17681 · web 15626 · browser 15146 · email 9999 · payments 5174 · calendar 4369 · analytics 4012 · 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

• sync_to_overleaf abhi-ramtel/mcp-overleaf-server — Pushes the compiled PDF and source files to an Overleaf project using the configured git token.
• pull_from_overleaf abhi-ramtel/mcp-overleaf-server — Pulls the latest LaTeX template and CV from an Overleaf project.
• render_and_compile abhi-ramtel/mcp-overleaf-server — Injects tailored content into the LaTeX template, validates provenance, performs anti-fabrication checks, compiles to PDF, and logs the appl
• tailor_resume abhi-ramtel/mcp-overleaf-server — Orchestrating prompt that tailors a resume and cover letter to a job description, producing PDFs and logging the application.
• tailor_multiple_jobs abhi-ramtel/mcp-overleaf-server — Orchestrating prompt that tailors resumes for multiple job descriptions (up to 10) in one call, producing PDFs and logging applications.
• list_transcripts sttai-mcp — List your past transcripts (paginated, filter by status)
• get_transcript sttai-mcp — Fetch one transcript with segments, speakers, summary, metadata
• list_models sttai-mcp — Available transcription models with WER benchmarks
• list_languages sttai-mcp — Supported languages
• transcribe_url sttai-mcp — Download + transcribe any URL (YouTube, podcast, direct file)
• analyze_transcript sttai-mcp — Sentiment, topics, entities, action items, questions, PII
• export_transcript sttai-mcp — Export as text/srt/vtt/json/csv
• generate_from_transcript sttai-mcp — Blog posts, social media, study guides, flashcards, etc.
• chat_with_transcript sttai-mcp — RAG Q&A with source citations (segment IDs + timestamps)
• summarize_transcript sttai-mcp — AI summary (cached or regenerated)
• idle @hklmtt/falinks — Signal that the agent is idle and ready for next message.
• who @hklmtt/falinks — List all registered agents.
• taskdone @hklmtt/falinks — Report a task as done in the todo list.
• register @hklmtt/falinks — Register an agent with the bus, providing its name and role.
• sendmsg @hklmtt/falinks — Send a message to another agent.
• ask @hklmtt/falinks — Ask a question with options to another agent or the boss.
• taskwait @hklmtt/falinks — Declare a wait for a task, pausing patrol.
• read_excel mutoukenji/mcp-excel — 读取本地 Excel/CSV 文件内容
• create_excel mutoukenji/mcp-excel — 新建 Excel 文件并创建多张初始工作表
• set_row_height mutoukenji/mcp-excel — 调整行高
• write_cell mutoukenji/mcp-excel — 修改指定单元格的值
• write_range mutoukenji/mcp-excel — 批量写入二维数组到指定区域
• set_formula mutoukenji/mcp-excel — 设置 Excel 公式
• set_style mutoukenji/mcp-excel — 设置单元格样式（字体、填充色、边框、对齐、数字格式）
• merge_cells mutoukenji/mcp-excel — 合并单元格
• set_column_width mutoukenji/mcp-excel — 调整列宽
• sort_range mutoukenji/mcp-excel — 对工作表区域排序
• filter_range mutoukenji/mcp-excel — 对工作表区域筛选
• remove_duplicates mutoukenji/mcp-excel — 对工作表区域去重
• insert_image mutoukenji/mcp-excel — 把本地图片插入到工作表指定位置
• polyrama_search_markets io.github.Polyrama/mcp — Search live Polymarket and Kalshi markets
• polyrama_refresh_trader io.github.Polyrama/mcp — Refresh one public wallet
• polyrama_get_market io.github.Polyrama/mcp — Inspect one market by token id
• polyrama_top_traders io.github.Polyrama/mcp — Rank public Polymarket wallets
• polyrama_get_trader io.github.Polyrama/mcp — Read one wallet's positions and performance
• polyrama_recent_signals io.github.Polyrama/mcp — Read whales, jolts, spikes, and mispricing signals
• polyrama_list_bots io.github.Polyrama/mcp — List configured bots and status
• polyrama_state_snapshot io.github.Polyrama/mcp — Read the full dashboard state
• polyrama_run_backtest io.github.Polyrama/mcp — Run a historical strategy backtest
• polyrama_place_paper_order io.github.Polyrama/mcp — Record a paper-only trade
• content-write Mrshahidali420/SiteHelm — Create, update, set status, set featured image, assign terms, update meta, trash, roll back, moderate and reply to comments
• elementor-read Mrshahidali420/SiteHelm — Read documents, elements, element search, widget availability, control schemas, global design tokens
• fields-read Mrshahidali420/SiteHelm — Read ACF and Meta Box field groups, fields, and
• content-read Mrshahidali420/SiteHelm — Read posts, pages, custom post types, taxonomies, and the comment queue
• media-read Mrshahidali420/SiteHelm — Read attachment details, library listing, registered image sizes
• media-write Mrshahidali420/SiteHelm — Upload, import from a URL, update alt text and captions, attach to a post
• menu-read Mrshahidali420/SiteHelm — Read menus, their items, and their theme location assignments
• menu-write Mrshahidali420/SiteHelm — Create and update items, reorder a tree, assign a menu to a location
• elementor-write Mrshahidali420/SiteHelm — Add, update, move, duplicate, remove elements; widget settings; global colours and typography
• mindmap_new EwigMidori/mindmap-mcp — Create a new document
• mindmap_get_document EwigMidori/mindmap-mcp — Get the full document
• mindmap_list_sessions EwigMidori/mindmap-mcp — List all mind map sessions
• mindmap_use_session EwigMidori/mindmap-mcp — Switch to a specific session
• mindmap_open EwigMidori/mindmap-mcp — Open an existing document
• mindmap_save EwigMidori/mindmap-mcp — Save the current document
• mindmap_status EwigMidori/mindmap-mcp — Get server status
• mindmap_get_outline EwigMidori/mindmap-mcp — Get the outline of the current document
• mindmap_apply_op EwigMidori/mindmap-mcp — Apply a tree edit operation (update_node, insert_child, remove_node, move_node, reorder_children)
• list_agents io.github.Praket7/agent-interop-runtime — Lists available agents/providers discovered by the runtime.
• list_agent_sessions io.github.Praket7/agent-interop-runtime — Lists sessions for discovered agents, including provider errors if any.
• get_work_graph io.github.Praket7/agent-interop-runtime — Retrieves the provider-neutral session and evidence graph.
• agent_cancel io.github.Praket7/agent-interop-runtime — Cancels active work in an agent session.
• get_agent_diff io.github.Praket7/agent-interop-runtime — Reads native diffs from an agent session.
• freebuff_status io.github.Praket7/agent-interop-runtime — Returns the status of the Freebuff native bridge.
• agent_send io.github.Praket7/agent-interop-runtime — Sends a prompt/message to an agent session, with model, agent, and reasoning as separate fields.
• get_revenue_risk_report TattedLawyer/Switchboard — Generates the weekly revenue-risk report from unified customer data.
• run_report TattedLawyer/Switchboard — Generates a weekly revenue-risk report by reading from connected business systems
• play_release_halt Limetric/rollout — Halt an in-progress rollout
• play_reviews Limetric/rollout — List user reviews
• play_listing Limetric/rollout — Get or edit store listing
• play_inappproducts Limetric/rollout — List in-app products
• play_subscriptions Limetric/rollout — List subscriptions
• play_reports Limetric/rollout — Export CSV reports
• audit Limetric/rollout — Show audit log of applied writes
• play_tracks Limetric/rollout — List tracks for the configured package
• play_vitals Limetric/rollout — Get Android vitals metrics
• confirm Limetric/rollout — Confirm a pending write operation
• play_releases Limetric/rollout — List releases for a track
• play_release_promote Limetric/rollout — Promote a release to a track
• search_skills io.github.PramodDutta/qaskills — Search skills by query, testing type, framework, language, agent, sort, and limit.
• get_skill io.github.PramodDutta/qaskills — Get skill metadata by slug without the full markdown body.
• list_categories io.github.PramodDutta/qaskills — List categories grouped by testing type, framework, language, and domain.
• get_leaderboard io.github.PramodDutta/qaskills — Get top skills from the QASkills.sh leaderboard.
• get_skill_content io.github.PramodDutta/qaskills — Get raw SKILL.md markdown for a skill.
• install_skill io.github.PramodDutta/qaskills — Install a skill into the current project or a target directory.
• get_alerts savkolar/pythonWeatherMCP — Get active NWS weather alerts for a given area.
• get_forecast savkolar/pythonWeatherMCP — Get the weather forecast for a given latitude and longitude.
• get_report Hei33enberg/ZomPP MCP Server — Zwraca pełny, surowy zrzut danych JSON konkretnego raportu na podstawie jego UUID.
• diagnose_orchestration Hei33enberg/ZomPP MCP Server — Zaawansowane narzędzie diagnostyczne. Agent analizuje wygenerowane sekcje prawne (output silnika Chyłki), wykrywa zablokowane pętle, zlicza
• list_reports Hei33enberg/ZomPP MCP Server — Pobiera stronicowaną listę zawiadomień ZomPP z bazy Supabase. Pozwala na zaawansowane filtrowanie po statusach (np. paid, draft).
• brave_web_search NolanFoster/brave-search-mcp-cloudflare — General web search
• brave_news_search NolanFoster/brave-search-mcp-cloudflare — News search
• brave_image_search NolanFoster/brave-search-mcp-cloudflare — Image search
• brave_video_search NolanFoster/brave-search-mcp-cloudflare — Video search
• brave_local_search NolanFoster/brave-search-mcp-cloudflare — Local/maps search with POIs and descriptions

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