AI agent tool reliability // full index

Categories

data 129412 · knowledge 103477 · other 82551 · devops 50464 · search 47957 · finance 46839 · code 38374 · communication 34387 · productivity 33225 · files 31284 · media 31034 · security 29993 · retrieval 23350 · database 21506 · ml 16941 · browser 14715 · web 13742 · email 9731 · payments 4937 · calendar 4261 · analytics 3788 · blockchain 1782 · network 1710 · health 1625 · marketing 1255 · crm 1093 · storage 808 · memory 804 · research 710 · social 650 · ecommerce 601 · design 576 · project 510 · commerce 479 · advertising 439 · news 422 · compliance 403 · seo 391 · api 366 · system 337 · project management 334 · monitoring 287 · education 214 · content 181 · cloud 164 · observability 137 · automation 131 · debug 119 · mobile 119 · workflow 119 · iot 108 · fitness 108 · auth 105 · account 104 · identity 103 · hardware 102 · integration 101 · marketplace 97 · cms 95 · testing 94

Tools

• qscript_test @davinwang/qiuer-coder-mcp — 测试功能点；身份扮演：传 authMode:"impersonate" + impersonation:{id,channel,level?} 以指定身份验证功能点（扮演不改变 Auth 登录身份，$task.userId 仍为配置账号 ID，判断是否生效应对比不同身份的权限/数
• qscript_find_callees @davinwang/qiuer-coder-mcp — 查找被调用方（我调用谁）：给 funcid+methid 或 code，返回其调用的所有下游方法
• sql_list @davinwang/qiuer-coder-mcp — 获取 SQL 脚本列表
• sql_search @davinwang/qiuer-coder-mcp — 搜索 SQL 脚本
• sql_get @davinwang/qiuer-coder-mcp — 获取 SQL 脚本内容
• sql_download @davinwang/qiuer-coder-mcp — 下载 SQL 脚本
• sql_upload @davinwang/qiuer-coder-mcp — 上传 SQL 脚本
• sql_create @davinwang/qiuer-coder-mcp — 基于现有脚本创建新 SQL 脚本
• sql_create_blank @davinwang/qiuer-coder-mcp — 凭空创建空白 SQL 脚本（仅需 newSqlid + newCode）
• sql_download_all @davinwang/qiuer-coder-mcp — 批量下载所有 SQL 脚本
• desk_list @davinwang/qiuer-coder-mcp — 获取工作台列表
• desk_search @davinwang/qiuer-coder-mcp — 搜索工作台
• desk_get @davinwang/qiuer-coder-mcp — 获取工作台内容
• desk_download @davinwang/qiuer-coder-mcp — 下载工作台
• desk_upload @davinwang/qiuer-coder-mcp — 上传工作台
• desk_download_all @davinwang/qiuer-coder-mcp — 批量下载所有工作台
• bpmn_list @davinwang/qiuer-coder-mcp — 获取 BPMN 流程列表
• bpmn_download @davinwang/qiuer-coder-mcp — 下载 BPMN 流程
• bpmn_download_all @davinwang/qiuer-coder-mcp — 批量下载所有 BPMN 流程
• storage_list @davinwang/qiuer-coder-mcp — 获取存储列表
• storage_get_contents @davinwang/qiuer-coder-mcp — 获取存储内容列表
• server_list @davinwang/qiuer-coder-mcp — 获取所有已配置的服务器列表
• app_list @davinwang/qiuer-coder-mcp — 获取服务器上已部署的应用列表
• qscript_search @davinwang/qiuer-coder-mcp — 搜索功能点
• qscript_get @davinwang/qiuer-coder-mcp — 获取功能点内容
• jira_search wjarka/lean-jira-mcp — Search issues using JQL.
• jira_get_issue wjarka/lean-jira-mcp — Get a single issue by key.
• jira_create_issue wjarka/lean-jira-mcp — Create a new issue.
• jira_update_issue wjarka/lean-jira-mcp — Update an existing issue.
• jira_transition wjarka/lean-jira-mcp — Transition an issue to a new status.
• jira_get_comments wjarka/lean-jira-mcp — Get comments for an issue.
• jira_describe_project wjarka/lean-jira-mcp — Describe a project.
• jira_comment wjarka/lean-jira-mcp — Add a comment to an issue.
• jira_read_attachment wjarka/lean-jira-mcp — Read an attachment from an issue.
• jira_add_attachment wjarka/lean-jira-mcp — Add an attachment to an issue.
• lookup @phototology/sdk — Look up previously analyzed photos by fingerprint or image. Free, no credits charged.
• modules @phototology/sdk — List available lenses (individual analysis dimensions) and curated stacks (pre-bundled lenses for specific domains).
• analyze @phototology/sdk — Analyze one or more images with AI vision, returning structured analysis data.
• definition shark-hunt/mcp-language-server — Retrieves the complete source code definition of any symbol (function, type, constant, etc.) from your codebase.
• references shark-hunt/mcp-language-server — Locates all usages and references of a symbol throughout the codebase.
• diagnostics shark-hunt/mcp-language-server — Provides diagnostic information for a specific file, including warnings and errors.
• hover shark-hunt/mcp-language-server — Display documentation, type hints, or other hover information for a given location.
• rename_symbol shark-hunt/mcp-language-server — Rename a symbol across a project.
• edit_file shark-hunt/mcp-language-server — Allows making multiple text edits to a file based on line numbers. Provides a more reliable and context-economical way to edit files compare
• si_comp_get_decision Ansvar-Systems/Slovenian Competition MCP — Get a specific AVK decision by case number.
• si_comp_search_decisions Ansvar-Systems/Slovenian Competition MCP — Full-text search across AVK enforcement decisions covering abuse of dominance, cartels, and other competition law violations.
• si_comp_search_mergers Ansvar-Systems/Slovenian Competition MCP — Search AVK merger control decisions (nadzor koncentracij). Returns merger cases with acquiring party, target, sector, etc.
• si_comp_get_merger Ansvar-Systems/Slovenian Competition MCP — Get a specific AVK merger control decision by case number.
• si_comp_list_sectors Ansvar-Systems/Slovenian Competition MCP — List all sectors with AVK enforcement activity, including decision counts and merger counts per sector.
• si_comp_about Ansvar-Systems/Slovenian Competition MCP — Return metadata about this MCP server: version, data source, coverage, and tool list.
• search_sponsors sponsorable/Sponsorable MCP server — Search and filter the sponsor database (category, industry, activity, recency)
• get_sponsor sponsorable/Sponsorable MCP server — Full sponsor profile. 1 credit to unlock on Free; included on paid
• list_sponsor_contacts sponsorable/Sponsorable MCP server — Buyer contacts at a brand, ranked. Names masked until revealed
• reveal_contact sponsorable/Sponsorable MCP server — Reveal a buyer's name and email (spends a credit)
• search_podcasts sponsorable/Sponsorable MCP server — Search the podcast database
• getChainActivity stablecoinxyz/mcp-server-demo — Get blockchain activity information
• getHolderStatsPerChain stablecoinxyz/mcp-server-demo — Get holder counts per chain
• getHolderInfo stablecoinxyz/mcp-server-demo — Get holder information by address
• charger.get_status nietonchique/mc3000-mcp — Read current charger status.
• charger.scan_devices nietonchique/mc3000-mcp — Read-only BLE scan.
• charger.connect nietonchique/mc3000-mcp — Connect to a selected device.
• charger.read_slots nietonchique/mc3000-mcp — Read one slot or all slots.
• charger.get_voltage_curve nietonchique/mc3000-mcp — Read charger-stored voltage time-series (0x56), app-compatible and no polling.
• charger.export_voltage_curve nietonchique/mc3000-mcp — Export that voltage curve as JSON or CSV.
• charger.list_profiles nietonchique/mc3000-mcp — List bundled example profiles.
• charger.validate_profile nietonchique/mc3000-mcp — Validate a battery profile against enforced limits.
• charger.apply_profile nietonchique/mc3000-mcp — Validate and apply a profile; dry-run by default, live write requires APPLY_PROFILE_SLOT_<slot>.
• charger.start nietonchique/mc3000-mcp — Start a slot; requires START_SLOT_<slot>.
• charger.stop_slot nietonchique/mc3000-mcp — Emergency stop for one slot.
• charger.stop_all nietonchique/mc3000-mcp — Emergency stop for all slots.
• charger.export_session_log nietonchique/mc3000-mcp — Export redacted in-memory command/session log.
• list_prompts JamesANZ/system-prompts-mcp-server — Browse available prompts with optional filters (service, flavor, limit).
• get_prompt_suggestion JamesANZ/system-prompts-mcp-server — Get ranked prompt suggestions based on user's LLM and keywords.
• <service>-<variant>-<flavor> JamesANZ/system-prompts-mcp-server — Direct access to a specific prompt by its tool name (e.g., cursor-agent-system).
• list_fbdl_runs GangGreenTemperTatum/fbdl-mcp — List runs, most recent first, with cursor pagination.
• get_fbdl_run GangGreenTemperTatum/fbdl-mcp — Fetch one run's status and results.
• archive_fbdl_run GangGreenTemperTatum/fbdl-mcp — Archive a run to free slots when hitting the max-runs limit.
• list_actions GangGreenTemperTatum/fbdl-mcp — Browse the loaded actions, filtered by name or category.
• create_fbdl_run GangGreenTemperTatum/fbdl-mcp — Submit a validated script to the FBDL API.
• explain_fbdl GangGreenTemperTatum/fbdl-mcp — Turn a script into a plain-English step-by-step.
• validate_fbdl GangGreenTemperTatum/fbdl-mcp — Parse a script and report unknown entities/actions, missing required params, invalid enum values, and block-grammar errors.
• list_entities GangGreenTemperTatum/fbdl-mcp — Browse the loaded setup entity types and their params.
• create_document mars720816/freecad-mcp — Create a new document in FreeCAD.
• create_object mars720816/freecad-mcp — Create a new object in FreeCAD.
• edit_object mars720816/freecad-mcp — Edit an object in FreeCAD.
• delete_object mars720816/freecad-mcp — Delete an object in FreeCAD.
• execute_code mars720816/freecad-mcp — Execute arbitrary Python code in FreeCAD.
• insert_part_from_library mars720816/freecad-mcp — Insert a part from the parts library.
• get_objects mars720816/freecad-mcp — Get all objects in a document.
• get_view mars720816/freecad-mcp — Get a screenshot of the active view.
• get_parts_list mars720816/freecad-mcp — Get the list of parts in the parts library.
• get_object mars720816/freecad-mcp — Get an object in a document.
• get_word_by_filepath century3/jobsearch_mcp_server — Reads a Word document from a local file path and returns its text content.
• match_jobs century3/jobsearch_mcp_server — Matches a resume against available job postings and returns ranked job recommendations.
• match_resume century3/jobsearch_mcp_server — Matches a resume against job listings and returns ranked job recommendations.
• julian_day barsha-ghosh721/Swiss-Ephemeris-MCP-server — Convert a UTC calendar date/time into a Julian Day number (swe.julday).
• get_planet_position barsha-ghosh721/Swiss-Ephemeris-MCP-server — Get one planet's position at a given Julian Day (UT) via swe.calc_ut.
• get_all_planet_positions barsha-ghosh721/Swiss-Ephemeris-MCP-server — Get every planet's position at once for a given Julian Day (UT).
• whoami JohnGilligan2/notify-mcp — Returns the email + masked mobile that sends will deliver to. Test wiring with this first.
• send_sms_to_me JohnGilligan2/notify-mcp — Texts the caller's mobile from the company DID 13105550100. ≤640 chars.

more →