AI agent tool reliability // full index

Tools

generate_document stormind-mcp — 高级文档生产（compose→render→artifact→quality）
get_artifact stormind-mcp — 下载产物
harness_run stormind-mcp — Agent Harness 八层全链路执行
fetch Erodenn/fetch-guard — Fetches a URL and returns clean, LLM-ready markdown with metadata and risk assessment.
solo_track mseep-ableton-live-mcp-server — Solo or unsolo a track
get_song_info mseep-ableton-live-mcp-server — Get information about the current Ableton Live song
get_track_info mseep-ableton-live-mcp-server — Get information about tracks in Ableton Live
set_track_volume mseep-ableton-live-mcp-server — Set the volume of a track
set_track_pan mseep-ableton-live-mcp-server — Set the pan of a track
mute_track mseep-ableton-live-mcp-server — Mute or unmute a track
stop_clip mseep-ableton-live-mcp-server — Stop a clip in a track
get_scene_info mseep-ableton-live-mcp-server — Get information about scenes
launch_scene mseep-ableton-live-mcp-server — Launch a scene
play mseep-ableton-live-mcp-server — Start playback
stop mseep-ableton-live-mcp-server — Stop playback
set_tempo mseep-ableton-live-mcp-server — Set the tempo of the song
get_devices mseep-ableton-live-mcp-server — Get devices on a track
set_device_parameter mseep-ableton-live-mcp-server — Set a parameter of a device
arm_track mseep-ableton-live-mcp-server — Arm or disarm a track for recording
get_clip_info mseep-ableton-live-mcp-server — Get information about clips in a track
launch_clip mseep-ableton-live-mcp-server — Launch a clip in a track
read_post PhiFever/AfdianToMarkdown — 读取指定文章的完整 Markdown 内容
list_authors PhiFever/AfdianToMarkdown — 列出所有已下载的作者
list_posts PhiFever/AfdianToMarkdown — 列出指定作者的所有文章（动态和作品集）
search PhiFever/AfdianToMarkdown — 在已下载文档中全文搜索关键词
mynd_session_start oxHive/mynd — Loads configured memories for a project at session start, returning them as JSON
memory_recall oxHive/mynd — Fetches a memory by its title or ID
memory_search oxHive/mynd — Searches memories by keyword and/or tags using full-text search
hejdar_evaluate ARKALDA/hejdar-mcp — Evaluate an agent action against your organization's security policies.
run_control iarsystems/cspy-mcp — Control program execution (run, halt, step, etc.).
stack_locals iarsystems/cspy-mcp — Inspect call stack and local variables.
error_taxonomy iarsystems/cspy-mcp — Get error taxonomy and diagnostics.
session_lifecycle iarsystems/cspy-mcp — Manage debugger session lifecycle (create, attach, detach, terminate).
breakpoints iarsystems/cspy-mcp — Manage breakpoints and watchpoints.
memory_read iarsystems/cspy-mcp — Read memory from target.
memory_write iarsystems/cspy-mcp — Write memory to target.
disassembly iarsystems/cspy-mcp — Get disassembly for a memory range.
source_lookup iarsystems/cspy-mcp — Look up source file and line information.
symbol_lookup iarsystems/cspy-mcp — Look up symbol information.
terminal_io iarsystems/cspy-mcp — Capture terminal I/O from target.
debugger_rpc iarsystems/cspy-mcp — Make arbitrary debugger RPC calls.
get_stock_quote wzx11223344/mcp-financial-data — 获取 A 股股票实时行情
get_stock_list wzx11223344/mcp-financial-data — 获取 A 股股票成分股列表
get_stock_history wzx11223344/mcp-financial-data — 获取 A 股股票历史 K 线数据
get_cpi_data wzx11223344/mcp-financial-data — 获取中国 CPI 月度数据
get_north_flow wzx11223344/mcp-financial-data — 获取北向资金流向
get_stock_financial wzx11223344/mcp-financial-data — 获取 A 股股票核心财务指标
get_top_gainers wzx11223344/mcp-financial-data — 获取 A 股涨幅排行榜
get_top_losers wzx11223344/mcp-financial-data — 获取 A 股跌幅排行榜
get_fund_list wzx11223344/mcp-financial-data — 获取基金列表
get_fund_nav wzx11223344/mcp-financial-data — 获取基金净值历史
get_fund_holdings wzx11223344/mcp-financial-data — 获取基金重仓股持仓
get_fund_performance wzx11223344/mcp-financial-data — 获取基金业绩
get_gdp_data wzx11223344/mcp-financial-data — 获取中国 GDP 季度数据
get_pmi_data wzx11223344/mcp-financial-data — 获取中国 PMI 月度数据
get_money_supply wzx11223344/mcp-financial-data — 获取货币供应量（M0/M1/M2）
get_fx_rate wzx11223344/mcp-financial-data — 获取汇率数据
get_index_data wzx11223344/mcp-financial-data — 获取指数行情
get_sector_performance wzx11223344/mcp-financial-data — 获取板块涨跌幅排行
get_market_breadth wzx11223344/mcp-financial-data — 获取市场宽度
ask_human ai.thrain/askhuman — create an ask and wait for a human's answer
ask_human_status ai.thrain/askhuman — non-blocking check of a previous ask by id
generate_prd kunwarVivek/mcp-github-project-manager — Transform project ideas into comprehensive Product Requirements Documents
parse_prd kunwarVivek/mcp-github-project-manager — AI-powered parsing of PRDs into actionable development tasks
add_feature kunwarVivek/mcp-github-project-manager — Add new features with automatic impact analysis and task generation
analyze_task_complexity kunwarVivek/mcp-github-project-manager — Detailed AI analysis of task complexity, effort estimation, and risk assessment
get_next_task kunwarVivek/mcp-github-project-manager — AI-powered recommendations for optimal task prioritization
expand_task kunwarVivek/mcp-github-project-manager — Break down complex tasks into manageable subtasks automatically
enhance_prd kunwarVivek/mcp-github-project-manager — Improve existing PRDs with AI-powered gap analysis and improvements
create_traceability_matrix kunwarVivek/mcp-github-project-manager — Full traceability from PRD business requirements to features, use cases, and tasks
materialize_tasks kunwarVivek/mcp-github-project-manager — Convert generated tasks into real GitHub issues grouped into milestones and sprints with dependency-driven phase ordering
skill_search Ruhal-Doshi/skill-depot — Semantic search — accepts optional context for better relevance
skill_preview Ruhal-Doshi/skill-depot — Get a structured overview (headings + first sentences) without loading full content
skill_read Ruhal-Doshi/skill-depot — Load the full content of a skill
skill_learn Ruhal-Doshi/skill-depot — Learn something new — creates or appends to a skill (upsert)
skill_save Ruhal-Doshi/skill-depot — Save a new skill and index it
skill_delete Ruhal-Doshi/skill-depot — Remove a skill
skill_reindex Ruhal-Doshi/skill-depot — Rebuild the search index
skill_list Ruhal-Doshi/skill-depot — List all indexed skills
skill_update Ruhal-Doshi/skill-depot — Update an existing skill
action dinglebear-ai/cortex — Dispatches a single Cortex action by name with optional arguments.
describe_agent_as_oasf CSOAI-ORG/oasf-agent-directory-mcp — Emit an OASF-compliant manifest for a given agent metadata.
validate_oasf_schema CSOAI-ORG/oasf-agent-directory-mcp — Schema-validate an OASF document.
publish_to_agntcy_directory CSOAI-ORG/oasf-agent-directory-mcp — Submit an OASF manifest to the AGNTCY directory.
search_oasf_directory CSOAI-ORG/oasf-agent-directory-mcp — Discover OASF-listed agents by query and category.
bridge_mcp_to_oasf CSOAI-ORG/oasf-agent-directory-mcp — Convert an MCP server.json into OASF manifest.
bridge_a2a_to_oasf CSOAI-ORG/oasf-agent-directory-mcp — Convert an A2A agent-card into OASF manifest.
list_capabilities CSOAI-ORG/oasf-agent-directory-mcp — List the OASF capability taxonomy.
reflect io.github.toby/mirror-mcp — Enables the LLM to ask itself a question and receive a response through MCP sampling, supporting custom system and user prompts for self-dir
pythonExec Coooolfan/onlyboxes — Python code execution
terminalExec Coooolfan/onlyboxes — stateful terminal sessions
readImage Coooolfan/onlyboxes — model-readable images
get_number_details tomaitagaki/TELNYX MCP Server — Get detailed information about a specific phone number.
hangup_call tomaitagaki/TELNYX MCP Server — Hang up an active call.
send_sms tomaitagaki/TELNYX MCP Server — Send an SMS message to a phone number.
get_message_status tomaitagaki/TELNYX MCP Server — Get the delivery status of a sent message.
make_call tomaitagaki/TELNYX MCP Server — Initiate an outbound voice call with text-to-speech.
list_phone_numbers tomaitagaki/TELNYX MCP Server — List all TELNYX phone numbers on your account.
get_es_ref_id TomonoriSoejima/mcp-es-logs — Get the Elasticsearch resource ref_id for a given Elastic Cloud deployment ID
download_es_logs_range TomonoriSoejima/mcp-es-logs — Download logs for an inclusive date range

AI agent tool reliability // full index

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