AI agent tool reliability // full index

Tools

get_income_statement io.github.houtini-ai/fmp — Retrieve company income statement data.
get_key_metrics io.github.houtini-ai/fmp — Get key financial metrics and ratios.
search_symbol io.github.houtini-ai/fmp — Search for stock symbols by company name or ticker.
gemini_chat io.github.houtini-ai/gemini — Chat with Gemini 3.1 Pro with optional Google Search grounding and thinking levels.
gemini_deep_research io.github.houtini-ai/gemini — Run multi-iteration grounded research and synthesize a comprehensive report.
generate_image io.github.houtini-ai/gemini — Generate an image using Nano Banana Pro or Gemini 2.5 Flash, optionally with search grounding.
generate_svg io.github.houtini-ai/gemini — Generate an SVG diagram or vector graphic
generate_video io.github.houtini-ai/gemini — Generate a video using Veo 3.1 with synchronized audio.
symbolicate_crashes maanasa-s-5539/crashpoint-ios-mcp — Symbolicate crashes using Xcode's symbolicatecrash tool and .dSYM bundle
export_crashes maanasa-s-5539/crashpoint-ios-mcp — Export .crash files from Xcode Organizer .xccrashpoint bundles
save_apptics_crashes maanasa-s-5539/crashpoint-ios-mcp — Save Apptics crash data as .crash files for unified processing
analyze_crashes maanasa-s-5539/crashpoint-ios-mcp — Analyze and group symbolicated crashes by unique signature, device, iOS version, and app version
track_fixes maanasa-s-5539/crashpoint-ios-mcp — Track fixes locally so your team can mark crash types as resolved
notify_cliq maanasa-s-5539/crashpoint-ios-mcp — Notify Zoho Cliq with crash report summaries via webhook
report_to_zoho_projects maanasa-s-5539/crashpoint-ios-mcp — Prepare structured bug data for creation/updates in Zoho Projects
run_full_pipeline maanasa-s-5539/crashpoint-ios-mcp — Run the full pipeline end-to-end with Apptics, Cliq, and Zoho Projects integration
get_agent_guide bepunk/ZooGent — Retrieves the agent guide for a given skill, e.g., 'code-generation' to see the blessed import list.
generate io.github.houtini-ai/lm — Generate text using the local LLM
review io.github.houtini-ai/lm — Review code or text for issues
commit_message io.github.houtini-ai/lm — Generate a commit message from a diff
convert io.github.houtini-ai/lm — Convert data between formats
mock_data io.github.houtini-ai/lm — Generate mock data for testing
explain io.github.houtini-ai/lm — Explain code or concept
boilerplate io.github.houtini-ai/lm — Generate boilerplate code
embed io.github.houtini-ai/lm — Generate embeddings for text
list_models io.github.houtini-ai/lm — Lists all models available on the connected LLM server, including loaded and downloaded models with their capabilities and metadata.
ping Karlsk/SDN MCP Template — 验证 MCP server 是否正常响应。
sdn_health Karlsk/SDN MCP Template — 验证 SDN 控制器连接是否正常。
http_request lllNuggetslll/devkit-mcp — Sends an HTTP request and returns status, headers, timing, and body. Parses JSON bodies automatically. Redirects are followed manually and r
decode_jwt lllNuggetslll/devkit-mcp — Decodes a JWT header and payload, and reports iat/nbf/exp in epoch and ISO form with expiry status. Does not verify signatures.
hash_text lllNuggetslll/devkit-mcp — MD5, SHA-1, SHA-256, SHA-384, SHA-512 digests or keyed HMACs, in hex, base64, or base64url. Optionally verifies against an expected digest i
generate_uuid lllNuggetslll/devkit-mcp — UUIDv4 (random) or UUIDv7 (time-ordered, RFC 9562) from a cryptographically secure source.
regex_test lllNuggetslll/devkit-mcp — Runs a regex and returns every match with its offset, positional groups, and named groups. Can preview a replacement.
cron_explain lllNuggetslll/devkit-mcp — Translates a cron expression to plain English and lists its next runs in a given timezone. Handles 5-field and 6-field syntax.
transform_text lllNuggetslll/devkit-mcp — base64, base64url, hex, and URL encoding in both directions, plus JSON formatting and minification. Decoders reject bad input instead of ret
search_memories LeoYueDev/Hindsight — 按关键词搜索记忆内容
export_data LeoYueDev/Hindsight — 导出全部数据（对话、文件事件、记忆）为 JSON
clear_old_data LeoYueDev/Hindsight — 清理指定天数之前的历史数据
get_memories LeoYueDev/Hindsight — 获取存储的记忆
add_memory LeoYueDev/Hindsight — 手动添加一条记忆
stop_file_watching LeoYueDev/Hindsight — 停止文件监控
get_user_context LeoYueDev/Hindsight — 获取用户画像和上下文信息
refresh_profile LeoYueDev/Hindsight — 基于最新数据刷新用户画像
start_file_watching LeoYueDev/Hindsight — 开始监控指定目录的文件变化
record_conversation LeoYueDev/Hindsight — 记录用户与 AI 的对话内容
delete_memory LeoYueDev/Hindsight — 删除指定 ID 的记忆
get_stats LeoYueDev/Hindsight — 获取数据库统计信息（对话/文件事件/记忆数量）
get_endpoint TheDMPV/bruno-mcp — Get a sanitized contract by ID or method/path
get_endpoints TheDMPV/bruno-mcp — Get up to 25 contracts by stable ID in one call
get_endpoint_examples TheDMPV/bruno-mcp — Get saved response examples and complete bodies
get_index_status TheDMPV/bruno-mcp — Check generation time and parser warnings
list_collections TheDMPV/bruno-mcp — Describe the active collection
list_folders TheDMPV/bruno-mcp — List the folder hierarchy and endpoint counts
search_endpoints TheDMPV/bruno-mcp — Rank endpoints by a text query
list_endpoints TheDMPV/bruno-mcp — Filter endpoint summaries
vector_search Orax0001/local-rag-mcp — Performs semantic search over ingested documents using vector embeddings.
local_db_query Orax0001/local-rag-mcp — Queries the local SQLite database for structured data.
agentbase_setup vhspace/AgentBase — One-time registration, returns bearer token and config snippet
agentbase_search vhspace/AgentBase — Semantic search across all public knowledge
agentbase_store_knowledge vhspace/AgentBase — Store a knowledge item (auto-embedded for semantic search)
agentbase_list_knowledge vhspace/AgentBase — List your items, filter by topic
agentbase_get_knowledge vhspace/AgentBase — Fetch a specific item by ID
agentbase_update_knowledge vhspace/AgentBase — Update an item you own
agentbase_delete_knowledge vhspace/AgentBase — Delete an item you own
agentbase_me vhspace/AgentBase — View your agent profile
agentbase_update_me vhspace/AgentBase — Update your current task / long-term goal
agentbase_introspect vhspace/AgentBase — View the full GraphQL schema
grok_challenge io.github.howardpen9/grok-mcp — 對抗式找 bug / race / security hole
grok_consult io.github.howardpen9/grok-mcp — 多輪諮詢（caller 自己重送 history）
grok_chat io.github.howardpen9/grok-mcp — 一次性問答
grok_review io.github.howardpen9/grok-mcp — 結構化 diff review，附五維度評分
verify_answer kiyeonjeon21/trusted-agent-stack — Returns a groundedness verdict from the local Granite Guardian for a question, draft answer, and document excerpts; fails closed when the ve
list_submissions webrating/Formpaste MCP Server — List submissions, optionally including message bodies
get_form webrating/Formpaste MCP Server — Read one form's config to verify it is wired correctly
list_forms webrating/Formpaste MCP Server — List all forms with ids, names, access keys, inbox/spam counts
create_form webrating/Formpaste MCP Server — Create a form, return its access key and a wired snippet
get_snippet webrating/Formpaste MCP Server — Return a copy-paste snippet for html/react/nextjs/astro/vue/svelte
send_test_submission webrating/Formpaste MCP Server — Store a test submission to prove a form is live
build_structure_workflow qfoldit/MCP Atomic Toolkit — Build atomistic structures (bulk, surface, molecule, supercell, amorphous, liquid, bicrystal, polycrystal)
optimize_structure_workflow qfoldit/MCP Atomic Toolkit — Run geometry optimization on a structure
single_point_workflow qfoldit/MCP Atomic Toolkit — Compute energy, forces, and stress for a structure without optimization
run_md_workflow qfoldit/MCP Atomic Toolkit — Run molecular dynamics simulation
analyze_trajectory_workflow qfoldit/MCP Atomic Toolkit — Analyze a trajectory (MSD, thermodynamic trends, etc.)
autocorrelation_workflow qfoldit/MCP Atomic Toolkit — Compute autocorrelation functions (VACF, diffusion via Green-Kubo)
write_structure_workflow qfoldit/MCP Atomic Toolkit — Write a structure to a file (xyz, extxyz, cif, etc.)
analyze_structure_workflow qfoldit/MCP Atomic Toolkit — Analyze a structure (RDF, coordination stats, etc.)
create_invoice theYahia/@theyahia/robokassa-mcp — Create payment URL with MD5 signature, optional 54-FZ receipt
check_invoice theYahia/@theyahia/robokassa-mcp — Check invoice status via OpStateExt XML interface
list_files_in_vault vindicare3162/mcp-obsidian — Lists all files and directories in the root directory of your Obsidian vault
append_content vindicare3162/mcp-obsidian — Append content to a new or existing file in the vault
delete_file vindicare3162/mcp-obsidian — Delete a file or directory from your vault
list_files_in_dir vindicare3162/mcp-obsidian — Lists all files and directories in a specific Obsidian directory
get_file_contents vindicare3162/mcp-obsidian — Return the content of a single file in your vault
search vindicare3162/mcp-obsidian — Search for documents matching a specified text query across all files in the vault
patch_content vindicare3162/mcp-obsidian — Insert content into an existing note relative to a heading, block reference, or frontmatter field
recall_memory putervision/vision-memory-mcp — Performs semantic vector search over stored visual states using text or image queries.
get_session_context putervision/vision-memory-mcp — Returns aggregated cache hit metrics and recent visual states for the current session.
compare_states putervision/vision-memory-mcp — Compares visual layouts and video trajectories to identify differences.
save_visual_snapshot putervision/vision-memory-mcp — Save checkpoint of visual memory states
doctor-global putervision/vision-memory-mcp — Run health diagnostics & aggregate metrics across all registered projects

AI agent tool reliability // full index

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