AI agent tool reliability // full index

Categories

data 137411 · knowledge 109734 · other 87466 · devops 51683 · search 50700 · finance 48649 · code 39809 · communication 36188 · productivity 34597 · files 32416 · media 32099 · security 31449 · retrieval 24248 · database 22006 · web 18211 · ml 17708 · browser 15211 · email 9996 · payments 5225 · calendar 4369 · analytics 4009 · blockchain 1863 · network 1756 · health 1620 · marketing 1289 · crm 1162 · memory 831 · storage 817 · research 739 · social 695 · ecommerce 624 · design 583 · project 511 · commerce 499 · advertising 471 · news 442 · compliance 427 · seo 425 · api 379 · project management 344 · system 342 · monitoring 301 · education 217 · content 189 · cloud 164 · observability 138 · automation 134 · debug 124 · mobile 120 · workflow 111 · iot 109 · account 109 · auth 109 · fitness 108 · marketplace 107 · integration 107 · weather 106 · identity 105 · hardware 102 · cms 100

Tools

• mutate_record io.github.mohantyajitesh/fusion-hcm-mcp-server — Creates or updates a record (gated, dry-run by default).
• run_action io.github.mohantyajitesh/fusion-hcm-mcp-server — Runs a custom action on a resource (gated, dry-run by default).
• lookup_business @spekoai/mcp-calls — Resolve a business to dialable candidates plus a signed dial_token per callable one.
• check_call_readiness @spekoai/mcp-calls — Preflight check: auth, credit, caller-ID, owner verification, client profile.
• get_call @spekoai/mcp-calls — Re-check a call's status and result by call ID.
• make_call @spekoai/mcp-calls — Place a disclosed, objective-scoped call using a dial_token; wait for outcome and transcript.
• call_number @spekoai/mcp-calls — Place a disclosed call to a given phone number.
• call_me @spekoai/mcp-calls — Call the locally verified owner; notify or converse.
• query_major_info mcp-server-gaokao — 查询某个专业的信息
• validate_gcode_syntax mcp-server-gcodeclean — Validates and cleans G-code programs.
• get_gcodeclean_version mcp-server-gcodeclean — Verifies GCodeClean installation and returns diagnostic information.
• wire_query persona-wire-mcp — Evaluate an inline Specification over the property graph and return matching nodes/edges.
• wire_render persona-wire-mcp — Render a NamedProjection by its name, returning the rendered string.
• wire_prompt_context persona-wire-mcp — Concatenate one or more NamedProjection renderings into a wake-time prompt context.
• wire_doctor persona-wire-mcp — Run a 2-axis integrated health report: graph connectivity and workflow coverage. Returns structured JSON.
• get_status AgRenting/Agrenting MCP Server — Check the status of one or more hirings.
• hire_agent AgRenting/Agrenting MCP Server — Hire a remote marketplace agent for a task.
• answer_question AgRenting/Agrenting MCP Server — Answer an open question from a hired agent.
• search_avito fisyuk/Avito Monitor MCP — Searches Avito listings, filters by price, and returns only new listings not seen in previous calls.
• describe_image lanyu-211/glm-vision-mcp — Read and recognize local images (screenshots, photos, UI, etc.) using Zhipu GLM-4V, supporting single or multiple images (up to 5).
• analyze_image lanyu-211/glm-vision-mcp — Analyze a local image using GLM-4V vision model and return extracted information as text.
• search_gdpr_decisions mcp-server-gdpr — Search GDPR case law decisions from the EU database
• gemini_chat mcp-server-gemini-bridge — General chat with Gemini
• gemini_analyze_image mcp-server-gemini-bridge — Visual analysis of images
• gemini_brainstorm mcp-server-gemini-bridge — Creative idea generation
• gemini_cross_check mcp-server-gemini-bridge — Review and validate content
• git_diff_staged mcp-server-git — Shows changes that are staged for commit
• git_reset mcp-server-git — Unstages all staged changes
• git_status mcp-server-git — Shows the working tree status
• git_diff_unstaged mcp-server-git — Shows changes in working directory not yet staged
• git_diff mcp-server-git — Shows differences between branches or commits
• git_commit mcp-server-git — Records changes to the repository
• git_add mcp-server-git — Adds file contents to the staging area
• git_log mcp-server-git — Shows the commit logs with optional date filtering
• git_create_branch mcp-server-git — Creates a new branch
• git_checkout mcp-server-git — Switches branches
• git_show mcp-server-git — Shows the contents of a commit
• git_branch mcp-server-git — List Git branches
• list_pipelines mcp-server-glassflow — List all pipelines with status
• get_pipeline mcp-server-glassflow — Get full V3 pipeline configuration
• get_pipeline_health mcp-server-glassflow — Get pipeline health and status
• create_pipeline mcp-server-glassflow — Create a new pipeline (V3 JSON config)
• resume_pipeline mcp-server-glassflow — Resume a stopped pipeline
• delete_pipeline mcp-server-glassflow — Delete a pipeline
• diagnose_pipeline mcp-server-glassflow — Complete diagnostic snapshot (health + metrics + DLQ + errors)
• query_pipeline_metrics mcp-server-glassflow — Query specific metrics (throughput, latency, DLQ rate, bytes)
• query_custom_metric mcp-server-glassflow — Custom PromQL query (restricted to glassflow_gfm_* metrics)
• query_pipeline_logs mcp-server-glassflow — Search logs by pipeline, severity, and component
• get_pipeline_errors mcp-server-glassflow — Recent ERROR/WARN logs for a pipeline
• edit_pipeline mcp-server-glassflow — Edit a stopped pipeline
• get_dlq_state mcp-server-glassflow — Dead-letter queue message count
• stop_pipeline mcp-server-glassflow — Stop a running pipeline
• todoist_update_task io.github.ecfaria/todoist-mcp — Update an existing task with new content, description, due date, priority, or labels.
• todoist_list_projects io.github.ecfaria/todoist-mcp — List all projects in Todoist, including inbox and shared projects.
• todoist_search_tasks io.github.ecfaria/todoist-mcp — Search for tasks by text in their content or description.
• todoist_get_task io.github.ecfaria/todoist-mcp — Get detailed information about a specific task including all metadata.
• todoist_complete_task io.github.ecfaria/todoist-mcp — Mark a task as completed.
• todoist_list_tasks io.github.ecfaria/todoist-mcp — List active tasks with optional filters for project, section, label, or custom Todoist filter.
• todoist_create_task io.github.ecfaria/todoist-mcp — Create a new task in Todoist with optional project, due date, priority, labels, and parent task for subtasks.
• get_media io.github.echoedinvoker/chatmux — Local file path for a message's image or sticker; downloads and caches on first call
• probe_latest io.github.echoedinvoker/chatmux — Diagnostic, read-only: ask the adapter for a chat's newest N messages without landing them
• list_chats io.github.echoedinvoker/chatmux — List chats with last message preview, search, pagination
• read_messages io.github.echoedinvoker/chatmux — Read messages from a chat, paginated by timestamp
• read_events io.github.echoedinvoker/chatmux — Tail the event log from an opaque cursor — resumable, survives backfill reordering, and re-delivers a message when it is edited or retracted
• search_messages io.github.echoedinvoker/chatmux — Full-text search (CJK supported via FTS5 trigram + LIKE fallback)
• send_message io.github.echoedinvoker/chatmux — Send message through SafetyRail (rate-limited, error-tracked)
• get_status io.github.echoedinvoker/chatmux — System status: adapter connection + storage stats
• search_stocks iflow-mcp_tushare-mcp — 智能股票搜索，支持模糊关键词匹配股票代码、名称或行业
• get_income_statement iflow-mcp_tushare-mcp — 查询上市公司利润表数据，支持时间范围和报表类型
• setup_tushare_token iflow-mcp_tushare-mcp — 配置Tushare API Token
• check_token_status iflow-mcp_tushare-mcp — 检查当前配置的Tushare Token状态
• get_stock_basic_info iflow-mcp_tushare-mcp — 查询股票基础信息，支持通过股票代码或名称精确/模糊查询
• decompose_text io.github.echology-io/decompose — Decompose any text into classified, structured semantic units.
• decompose_url io.github.echology-io/decompose — Fetch a URL and decompose its content.
• restart_claude mcp-server-restart — Restarts the Claude Desktop application
• tmcp_explain jakyeamos/TMCP — Compile a task-specific TMCP packet.
• tmcp_doctor jakyeamos/TMCP — Check first-run readiness and supported install layouts.
• tmcp_status jakyeamos/TMCP — Report standalone capability and optional AIOS adapter status.
• tmcp_compose_packet jakyeamos/TMCP — Compile a task/phase operating packet with task_identity, packet_markdown, and provenance.
• tmcp_runtime_next jakyeamos/TMCP — Return packet deltas or a full recompiled packet (output_mode: full) after runtime evidence changes.
• tmcp_record_receipt jakyeamos/TMCP — Write an advisory run receipt after verification or outcome on a secure-persistence host.
• tmcp_harvest_skills jakyeamos/TMCP — Harvest local skills, instructions, rules, docs, and workflows into source nodes.
• tmcp_evaluate_skills jakyeamos/TMCP — Create or score a skill-evaluation plan from full SKILL.md inputs.
• tmcp_recommend_workflows jakyeamos/TMCP — Recommend stable or experimental workflows from harvested evidence, with stability metadata.
• tmcp_promote_harvest jakyeamos/TMCP — Explicitly promote reviewed harvest signals into durable source-to-atom and atom-to-workflow graph artifacts.
• expert_rubric_review_plan jakyeamos/TMCP — Produce an expertise packet, scored rubric, evidence audit, remediation plan, and verification expectations.
• get_transcript_summary mcp-server-rewind — Get a summary of transcript activity for a specific date.
• search_transcripts mcp-server-rewind — Search for screen recording transcripts by date with optional time range and text query.
• list_transcript_dates mcp-server-rewind — List all dates that have transcript data, optionally filtered by year and/or month.
• feed mcp-server-rss — Detects and parses RSS/Atom feeds from a given URL.
• molpha_fetch_verified io.github.molpha/mcp — Run a signing round and return the signed artifact plus verifier arguments.
• molpha_get_latest io.github.molpha/mcp — Read the latest value stored in a Solana feed account.
• molpha_verify io.github.molpha/mcp — Build EVM/Starknet verifier address and call arguments (calldata only).
• molpha_execute io.github.molpha/mcp — Submit a signed data update to Solana.
• molpha_get_capabilities io.github.molpha/mcp — Return the registry version, node set, gateways, chains, verifier metadata, and x402 caps.
• molpha_describe_feed io.github.molpha/mcp — Read a feed's on-chain state and subscription status.
• molpha_derive_feed io.github.molpha/mcp — Locally derive a feedId from apiConfig + signaturesRequired. No transaction.
• molpha_agent_status io.github.molpha/mcp — Read the x402 agent escrow (USDC balance, committed amount, quoted next price) for the current signer.
• get_balance io.github.moneolabs/moneo — Balance and what is not already committed
• close_position io.github.moneolabs/moneo — Exit with the same guarantees as entry

more →