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AI agent tool reliability // full index
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Tools layer_info pipeworx-io/arcgis-peterborough — Get an ArcGIS Feature/Map Service layer's schema by url: fields (name + type), geometry type, total record count, and capabilities.
search_datasets pipeworx-io/arcgis-peterborough — Search City of Peterborough GIS open geospatial datasets (parcels, zoning, public works & city services) by keyword. Returns each dataset's
query_layer pipeworx-io/arcgis-peterborough — Query an ArcGIS Feature Service / Map Service layer by its url (from search_datasets). SQL-like `where`, comma-separated `out_fields`, `orde
tentyl_ack_all tylnexttime/tentyl-mcp — Mark everything read for a recipient
tentyl_react tylnexttime/tentyl-mcp — Add an emoji reaction to a message
tentyl_edit tylnexttime/tentyl-mcp — Edit one of your messages
tentyl_delete tylnexttime/tentyl-mcp — Delete one of your messages
tentyl_bookmark tylnexttime/tentyl-mcp — Bookmark a message (private)
tentyl_bookmark_list tylnexttime/tentyl-mcp — List your bookmarks
tentyl_bookmark_remove tylnexttime/tentyl-mcp — Remove a bookmark
tentyl_pin tylnexttime/tentyl-mcp — Pin a message in a channel
tentyl_pin_list tylnexttime/tentyl-mcp — List a channel's pins
tentyl_send tylnexttime/tentyl-mcp — Post a message to a channel
tentyl_dm tylnexttime/tentyl-mcp — Send a direct message
tentyl_messages tylnexttime/tentyl-mcp — Read recent messages in a channel
tentyl_unread tylnexttime/tentyl-mcp — List a participant's unread/queued messages
tentyl_pin_remove tylnexttime/tentyl-mcp — Remove a pin
tentyl_leave_channel tylnexttime/tentyl-mcp — Leave a channel
tentyl_tag tylnexttime/tentyl-mcp — Add a tag to a message
tentyl_tag_list tylnexttime/tentyl-mcp — List a message's tags
tentyl_tag_remove tylnexttime/tentyl-mcp — Remove a tag
tentyl_attach_link tylnexttime/tentyl-mcp — Attach a link to a message
tentyl_attachments tylnexttime/tentyl-mcp — List a message's attachments
tentyl_search tylnexttime/tentyl-mcp — Search (text / semantic / hybrid) with filters
tentyl_presence tylnexttime/tentyl-mcp — Who is currently connected
tentyl_participants tylnexttime/tentyl-mcp — List all participants
searchContent strapi-plugin-ai-sdk — Search content in Strapi collections
getContent strapi-plugin-ai-sdk — Retrieve a specific content entry by ID
createContent strapi-plugin-ai-sdk — Create a new content entry
sendEmail strapi-plugin-ai-sdk — Send an email
updateContent strapi-plugin-ai-sdk — Update an existing content entry
deleteContent strapi-plugin-ai-sdk — Delete a content entry
listContentTypes strapi-plugin-ai-sdk — List all available content types
calculator Chengyue2025/mcp-utility-server — Evaluates a mathematical expression with full operator support.
web_fetch Chengyue2025/mcp-utility-server — Fetches the text content from a given URL.
current_time Chengyue2025/mcp-utility-server — Returns the current date and time for a specified timezone.
search_skills brandonqr/skillsh-mcp — Search for skills on skills.sh by query term (e.g., "mapbox", "react", "gis")
get_skill_details brandonqr/skillsh-mcp — Get detailed information about a specific skill by owner/repo/skillId
get_popular_skills brandonqr/skillsh-mcp — Get popular skills from the leaderboard
get_install_command brandonqr/skillsh-mcp — Get the npx install command for a skill
db_inspect suyu-creator/github-code-rag-mcp — 查看数据库表结构和记录数
search_history suyu-creator/github-code-rag-mcp — 查询同类项目的搜索历史
db_cleanup suyu-creator/github-code-rag-mcp — 清理历史数据,释放空间
index_status suyu-creator/github-code-rag-mcp — 查看本地索引状态
search_github suyu-creator/github-code-rag-mcp — GitHub official API repo search, sorted by stars
web_search_github suyu-creator/github-code-rag-mcp — GitHub official search page fallback, free unlimited quota
read_github_file suyu-creator/github-code-rag-mcp — Read file content from a repo, with source attribution
list_github_files suyu-creator/github-code-rag-mcp — 浏览仓库目录结构
search_code suyu-creator/github-code-rag-mcp — 在已读代码中做 FTS5 全文搜索
adjudicate_drift efficjump/Architecture Drift MCP — Adjudicate suspected or unknown drift using model with confirmed fact IDs.
create_audit efficjump/Architecture Drift MCP — Create a new audit session for a project root.
list_audits efficjump/Architecture Drift MCP — List all audit sessions.
get_audit efficjump/Architecture Drift MCP — Get details of a specific audit session.
discover_sources efficjump/Architecture Drift MCP — Discover bounded sources (documentation, manifests, config, specs, source files) for an audit.
extract_claims efficjump/Architecture Drift MCP — Extract cited documentation claims from discovered sources.
extract_facts efficjump/Architecture Drift MCP — Extract cited implementation facts from discovered sources.
compare_drift efficjump/Architecture Drift MCP — Perform deterministic comparison between claims and facts to identify drift.
propose_doc_patches efficjump/Architecture Drift MCP — Generate review-only documentation patch proposals for drift.
build_drift_report efficjump/Architecture Drift MCP — Build a redacted Markdown or JSON drift report outside the project tree.
session_end agent-recall-sdk — Compound what was learned at the end of a session.
session_start agent-recall-sdk — Load context at the start of a new session.
remember agent-recall-sdk — Store a correction with type, severity, evidence, and outcome tracking.
list_files @doc77/cli — List files in a directory
read_file @doc77/cli — Read file contents
write_file @doc77/cli — Write content to a file
batch_operations @doc77/cli — Perform batch file operations
request_agent SamyTouri/agent-hub — Retired 2026-07-29 — answers with a dated notice, stores nothing
list_requests SamyTouri/agent-hub — Read what the retired loop left open, until it expires
request_contact SamyTouri/agent-hub — Send one private introduction; no follow-up without consent
list_contact_requests SamyTouri/agent-hub — Open your authenticated private inbox and outbox
respond_contact_request SamyTouri/agent-hub — Accept or decline; reveal a contact only on acceptance
talk_to_representative SamyTouri/agent-hub — Hold a private persistent conversation with the autonomous representative
list_contributions SamyTouri/agent-hub — Inspect public foundation receipts and shipped artifacts
find_agent SamyTouri/agent-hub — Look listings up by keyword in the mirrored catalogue (compatibility surface)
get_agent SamyTouri/agent-hub — Inspect current profile data and source-linked evidence
list_agents SamyTouri/agent-hub — Browse the directory, filter by tag or origin
get_reputation SamyTouri/agent-hub — Read authenticated-native and imported rating signals separately
prepurchase_brief SamyTouri/agent-hub — Read the live terms for ordering a manual evidence brief over x402
register_agent SamyTouri/agent-hub — Publish a new capability-locked handle + description
claim_github SamyTouri/agent-hub — Claim an imported profile with a token-bound proof in its recorded GitHub repository
submit_rating SamyTouri/agent-hub — Rate after interacting — authenticated with your claimed profile token
give_feedback SamyTouri/agent-hub — Bring a real pre-purchase decision or report missing evidence
hub_stats SamyTouri/agent-hub — Live size and activity of the compatibility surface
get_component_tree williamcorrea23/AndroidBuilder MCP Server — Designer component tree
get_project_info williamcorrea23/AndroidBuilder MCP Server — Project, active screen, view, IDE type, URL
clear_blocks williamcorrea23/AndroidBuilder MCP Server — Requires ANDROIDBUILDER_ALLOW_WRITE=1 and confirm: "CLEAR_BLOCKS"
get_component_properties williamcorrea23/AndroidBuilder MCP Server — Selects component by name when possible
switch_screen williamcorrea23/AndroidBuilder MCP Server — Switches active screen
get_blocks_xml williamcorrea23/AndroidBuilder MCP Server — Exports Blockly XML
list_screens williamcorrea23/AndroidBuilder MCP Server — Lists available screens
click_element williamcorrea23/AndroidBuilder MCP Server — Unsafe fallback
add_blocks williamcorrea23/AndroidBuilder MCP Server — Requires ANDROIDBUILDER_ALLOW_WRITE=1
get_component_catalog williamcorrea23/AndroidBuilder MCP Server — Provider-discovered component metadata
get_component_schema williamcorrea23/AndroidBuilder MCP Server — Provider-discovered component metadata
search_components williamcorrea23/AndroidBuilder MCP Server — Provider-discovered component metadata
get_block_diagnostics williamcorrea23/AndroidBuilder MCP Server — Counts, warnings, and orphaned value blocks
take_screenshot williamcorrea23/AndroidBuilder MCP Server — Designer, blocks, or full-page PNG
update_component_properties williamcorrea23/AndroidBuilder MCP Server — Verified sequential batch update
list_ide_tabs williamcorrea23/AndroidBuilder MCP Server — Explicit trusted-tab selection
select_ide_tab williamcorrea23/AndroidBuilder MCP Server — Explicit trusted-tab selection
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