all tools / code
As of the latest check, Glimind tracks 200 code AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability.
| tool | status | what it does | |
|---|---|---|---|
| bash @skyforgeai/skyforge | unknown | Execute shell commands with streaming and pty support | alternatives |
| LSP @skyforgeai/skyforge | unknown | Language Server Protocol support (experimental) | alternatives |
| apply_patch @skyforgeai/skyforge | unknown | Apply a patch to files | alternatives |
| git_status @basegrid_tech/mcp | unknown | Get git status of the repository | alternatives |
| git_push @basegrid_tech/mcp | unknown | Push commits to remote | alternatives |
| git_pull @basegrid_tech/mcp | unknown | Pull latest changes from remote | alternatives |
| git_commit @basegrid_tech/mcp | unknown | Commit changes to git | alternatives |
| get_repository piyushgithub15/GitHub MCP Server | unknown | Repository metadata | alternatives |
| leanlane_decide talocode/LeanLane | unknown | Ladder decision before coding | alternatives |
| leanlane_score_diff talocode/LeanLane | unknown | Score unified diffs | alternatives |
| leanlane_review talocode/LeanLane | unknown | Over-engineering review + delete-list | alternatives |
| leanlane_rules talocode/LeanLane | unknown | Mode ruleset markdown | alternatives |
| list_components @ark-ui/mcp | unknown | List all Ark UI components for a framework | alternatives |
| list_examples @ark-ui/mcp | unknown | Get available examples for a component | alternatives |
| get_example @ark-ui/mcp | unknown | Retrieve complete example code with dependencies | alternatives |
| get_component_props @ark-ui/mcp | unknown | Get component props for a framework | alternatives |
| review_project Saad0149/Flutter Analysis Engine (MCP) | unknown | Analyze once → executive summary + sessionId (use detail=full only if needed) | alternatives |
| analyze_state_management Saad0149/Flutter Analysis Engine (MCP) | unknown | State-flow slice from sessionId (or path) | alternatives |
| explain_finding Saad0149/Flutter Analysis Engine (MCP) | unknown | Mentor-style explanation for one finding | alternatives |
| explore_finding Saad0149/Flutter Analysis Engine (MCP) | unknown | Evidence for one finding (files, symbols, refactor) | alternatives |
| update_repositories Saad0149/Flutter Analysis Engine (MCP) | unknown | Clone/pull all repos; reindexes when indexOnUpdate is true | alternatives |
| analyze_code_quality Saad0149/Flutter Analysis Engine (MCP) | unknown | Maintainability slice from sessionId (or path) | alternatives |
| find_widget Saad0149/Flutter Analysis Engine (MCP) | unknown | Locate widget (index preferred) | alternatives |
| explain_widget Saad0149/Flutter Analysis Engine (MCP) | unknown | Declaration, inheritance, docs from index | alternatives |
| trace_widget Saad0149/Flutter Analysis Engine (MCP) | unknown | Inheritance tree + related symbols | alternatives |
| find_examples Saad0149/Flutter Analysis Engine (MCP) | unknown | Samples / example directories | alternatives |
| find_tests Saad0149/Flutter Analysis Engine (MCP) | unknown | Tests for a symbol; prefers widget tests | alternatives |
| find_intended_behavior Saad0149/Flutter Analysis Engine (MCP) | unknown | Joins widget tests + samples + migrations/docs + source | alternatives |
| analyze_architecture Saad0149/Flutter Analysis Engine (MCP) | unknown | Architecture slice from sessionId (or path) | alternatives |
| get_package_api DimonSmart.NugetMcpServer | unknown | Get public API definitions for a specific package version. | alternatives |
| get_package_files DimonSmart.NugetMcpServer | unknown | List files inside a NuGet package. | alternatives |
| lsp_hover semantic-js-mcp | unknown | Inferred type and documentation | alternatives |
| lsp_diagnostics semantic-js-mcp | unknown | Focused diagnostics for one file | alternatives |
| lsp_count_text_matches semantic-js-mcp | unknown | Exact identifier text count without semantic verification | alternatives |
| lsp_count_named_symbol semantic-js-mcp | unknown | Definition and reference counts by name | alternatives |
| lsp_count_references semantic-js-mcp | unknown | Reference counts at a position | alternatives |
| lsp_audit_named_symbol semantic-js-mcp | unknown | Compact composed summary by symbol name | alternatives |
| lsp_document_symbols semantic-js-mcp | unknown | Structure for one file | alternatives |
| lsp_workspace_symbols semantic-js-mcp | unknown | Symbol-name discovery | alternatives |
| lsp_definition semantic-js-mcp | unknown | Definition resolution at a position | alternatives |
| lsp_audit_symbol semantic-js-mcp | unknown | Compact composed summary at a position | alternatives |
| validate snippetfence | unknown | Validate config and fence layout across the repo | alternatives |
| add snippetfence | unknown | Insert fence markers around a line range in a file | alternatives |
| scan snippetfence | unknown | Scan a file or entire repo for protected regions | alternatives |
| check snippetfence | unknown | Check staged git changes against protected regions | alternatives |
| python_check_package peeyushcodes/Windows Developer MCP Server | unknown | Check if a Python package is installed. | alternatives |
| node_run peeyushcodes/Windows Developer MCP Server | unknown | Run a Node.js script. | alternatives |
| npm_run peeyushcodes/Windows Developer MCP Server | unknown | Run an npm command. | alternatives |
| project_analyze peeyushcodes/Windows Developer MCP Server | unknown | Analyze the project structure and detect frameworks. | alternatives |
| git_status peeyushcodes/Windows Developer MCP Server | unknown | Show the working tree status. | alternatives |
| github_auth_status peeyushcodes/Windows Developer MCP Server | unknown | Check GitHub authentication status. | alternatives |
| git_log peeyushcodes/Windows Developer MCP Server | unknown | Show commit logs. | alternatives |
| git_diff peeyushcodes/Windows Developer MCP Server | unknown | Show changes between commits, working tree, etc. | alternatives |
| python_run peeyushcodes/Windows Developer MCP Server | unknown | Run a Python script. | alternatives |
| delegate_to_claude millanrp25-dot/claude-bridge-mcp | unknown | Execute a coding task via Claude Code | alternatives |
| review_changes millanrp25-dot/claude-bridge-mcp | unknown | Structured review of a diff | alternatives |
| ci_repo_overview codestrate | unknown | Structure, build system, frameworks, entry points | alternatives |
| ci_explore codestrate | unknown | FTS5 + camelCase + graph search | alternatives |
| ci_get_context codestrate | unknown | Token-budgeted context bundle for a task | alternatives |
| ci_graph_explain codestrate | unknown | Full profile: explain graph | alternatives |
| ci_query_graph codestrate | unknown | Full profile: query graph | alternatives |
| ci_trace_bfs codestrate | unknown | Full profile: BFS trace | alternatives |
| ci_detect_cycles codestrate | unknown | Full profile: detect cycles | alternatives |
| ci_detect_dead_code codestrate | unknown | Full profile: detect dead code | alternatives |
| code_from_screenshot me9rez/llm-vision-mcp | unknown | 从磁盘图片提取代码 | alternatives |
| add_code_cell kamalrana22/colab-mcp | unknown | Add a code cell to the notebook | alternatives |
| get_cells kamalrana22/colab-mcp | unknown | Read current notebook state (cells, IDs, contents, outputs) | alternatives |
| update_cell kamalrana22/colab-mcp | unknown | Edit an existing cell by cellId | alternatives |
| run_code_cell kamalrana22/colab-mcp | unknown | Execute a code cell by cellId | alternatives |
| push_notebook mtrakretech/Kaggle MCP Server | unknown | Push a notebook | alternatives |
| preview_notebook mtrakretech/Kaggle MCP Server | unknown | Preview a notebook | alternatives |
| unity_reflection_call codingriver/upilot | unknown | 调用已经编译并加载到 Unity 程序集中的现有方法，稳定自动化入口。 | alternatives |
| unity_roslyn_execute codingriver/upilot | unknown | 通过 Roslyn 动态编译并执行临时 C# 代码片段，适合一次性诊断和实验。 | alternatives |
| unity_roslyn_status codingriver/upilot | unknown | 按 executionId 查询动态执行任务的状态。 | alternatives |
| unity_roslyn_abort codingriver/upilot | unknown | 按 executionId 终止动态执行任务。 | alternatives |
| reflection_eval codingriver/upilot | unknown | 执行一条受限 C# 表达式语句，支持链式访问、索引、方法调用、运算符、赋值、三元、cast/as/is、空条件访问和 typed array 参数。 | alternatives |
| telegram_call timoncool/telegram-api-mcp | unknown | Call any Telegram Bot API method by name with JSON parameters. | alternatives |
| getCodeExample com.extentos/mcp-server | unknown | Returns full canonical code compositions for common patterns. | alternatives |
| generateConnectionModule com.extentos/mcp-server | unknown | Scaffolds a connection module for a platform and glasses, including Gradle/SPM wiring and permissions. | alternatives |
| validateIntegration com.extentos/mcp-server | unknown | Pre-test correctness gate for the integration. | alternatives |
| refactor_to_pattern air237/python-patterns-mcp | unknown | Idempotent AST rewrite — turn anti-pattern code into proper pattern | alternatives |
| generate_pattern air237/python-patterns-mcp | unknown | Render a customised implementation (your type_name, your module_name) | alternatives |
| validate_pattern air237/python-patterns-mcp | unknown | Pattern-specific code-quality check (ERROR / WARNING / INFO) | alternatives |
| detect_pattern air237/python-patterns-mcp | unknown | AST-based detection: inline source, file list, or recursive directory scan | alternatives |
| validate_workflow luislopezsanchez/n8n MCP Server | unknown | Validate an n8n workflow JSON | alternatives |
| listIssues amardiyab/github-mcp-server | unknown | List issues for a repository | alternatives |
| getPullRequest amardiyab/github-mcp-server | unknown | Get a pull request by number | alternatives |
| createPullRequestComment amardiyab/github-mcp-server | unknown | Create a comment on a pull request | alternatives |
| updatePullRequest amardiyab/github-mcp-server | unknown | Update a pull request | alternatives |
| listPullRequests amardiyab/github-mcp-server | unknown | List pull requests for a repository | alternatives |
| find_events MelkyWay/mcp-dalamud | unknown | Find event arg types and delegate subscription points across the API. | alternatives |
| search_members MelkyWay/mcp-dalamud | unknown | Search properties/methods/events across already-loaded types (no network). | alternatives |
| get_member MelkyWay/mcp-dalamud | unknown | Full docs for a specific member on a type. | alternatives |
| compile_schematic unmateria/MCP-KiCad | unknown | Compiles a declarative schematic description into a finished .kicad_sch file, with ERC verification. | alternatives |
| get_trending_repos RipperMercs/tensorfeed | unknown | Gets trending repositories. | alternatives |
| neighborhood pyscope-mcp | unknown | Bounded bidirectional subgraph around a symbol, rank-truncated to fit a token budget | alternatives |
| stats pyscope-mcp | unknown | Sanity-check the loaded index | alternatives |
| callers_of pyscope-mcp | unknown | Who calls this function, transitively | alternatives |
| callees_of pyscope-mcp | unknown | What does this function reach | alternatives |
| file_skeleton pyscope-mcp | unknown | All top-level functions, classes, and methods defined in a file | alternatives |
| module_callers pyscope-mcp | unknown | Module-level dependency edges: who calls this module | alternatives |
| module_callees pyscope-mcp | unknown | Module-level dependency edges: what does this module call | alternatives |
| code_metrics sweecksss/mcp-forge | unknown | Analyze codebase line count (LOC), file counts, and language breakdown. | alternatives |
| git_summary sweecksss/mcp-forge | unknown | Git repository status, branch, and commit telemetry. | alternatives |
| mermaid_validate sweecksss/mcp-forge | unknown | Validate Mermaid.js diagram syntax structure. | alternatives |
| summarize_project AvaTar-ArTs/Ecosystem Intelligence MCP | unknown | Provides a bounded directory structure, file counts, extensions, markers, and representative text-file paths for a project. | alternatives |
| review_workspace Marcelo-Henry/mcp-cli-tools | unknown | Run scoped code review on uncommitted changes, a base branch, or a commit | alternatives |
| run_codex Marcelo-Henry/mcp-cli-tools | unknown | Compatibility wrapper for codex review only | alternatives |
| vault_lookup_code_graph @fancyrobot/agent-vault | unknown | Look up symbols in the code graph index. | alternatives |
| vault_prepare_context @fancyrobot/agent-vault | unknown | Prepare context for a task, using code graph and stubs. | alternatives |
| set_active_decompiler GzSakura1338/Recaf MCP | unknown | Set the active decompiler | alternatives |
| decompile_class_with GzSakura1338/Recaf MCP | unknown | Decompile a class with a specific decompiler | alternatives |
| get_superclasses GzSakura1338/Recaf MCP | unknown | Get superclasses of a class | alternatives |
| get_interfaces GzSakura1338/Recaf MCP | unknown | Get interfaces of a class | alternatives |
| get_direct_subclasses GzSakura1338/Recaf MCP | unknown | Get direct subclasses of a class | alternatives |
| get_all_subclasses GzSakura1338/Recaf MCP | unknown | Get all subclasses of a class | alternatives |
| get_implementors GzSakura1338/Recaf MCP | unknown | Get implementors of an interface | alternatives |
| ragebot_generate_tests ragebot-mcp | unknown | Auto-generate tests. | alternatives |
| ragebot_apply_edit ragebot-mcp | unknown | Apply natural language edits to files. | alternatives |
| validate_config goreleaser/GoReleaser MCP | unknown | Validate a GoReleaser configuration for errors and deprecated options | alternatives |
| fix_deprecations goreleaser/GoReleaser MCP | unknown | Get prompted to fix deprecated configuration options with detailed instructions | alternatives |
| get_cometchat_implementation_bundle cometchat/CometChat Docs | unknown | Return a curated implementation bundle for a named scenario — prerequisites, install commands, configuration, working code. | alternatives |
| list_cometchat_bundles cometchat/CometChat Docs | unknown | List every available implementation bundle (identifier, title, framework, last-verified date) for discovery. | alternatives |
| status inth3shadows/runecho | unknown | Shows the current status of a repository: enrolled, indexed, last snapshot, drift. | alternatives |
| structure inth3shadows/runecho | unknown | Returns the structural snapshot of a repository (functions, classes, exports, imports) at a given snapshot or current state. | alternatives |
| diff inth3shadows/runecho | unknown | Computes a structural diff between two snapshots of a repository. | alternatives |
| hash inth3shadows/runecho | unknown | Returns the current content hash of a file or the repository root hash. | alternatives |
| locate inth3shadows/runecho | unknown | Finds the file and line number where a symbol is defined. | alternatives |
| codex_exec dan-0526/mcp-dev-tools | unknown | 调用 Codex CLI 执行独立任务 | alternatives |
| claude_exec dan-0526/mcp-dev-tools | unknown | 调用 Claude Code CLI 执行独立任务，支持 direct / relay 模式 | alternatives |
| github_get_file dan-0526/mcp-dev-tools | unknown | 获取 GitHub 仓库中指定文件的内容 | alternatives |
| github_list_files dan-0526/mcp-dev-tools | unknown | 列出 GitHub 仓库的文件目录 | alternatives |
| github_search_code dan-0526/mcp-dev-tools | unknown | 搜索 GitHub 仓库代码 | alternatives |
| gitlab_get_file dan-0526/mcp-dev-tools | unknown | 获取 GitLab 仓库中指定文件的内容 | alternatives |
| gitlab_list_files dan-0526/mcp-dev-tools | unknown | 列出 GitLab 仓库的文件目录 | alternatives |
| gitlab_search_code dan-0526/mcp-dev-tools | unknown | 搜索 GitLab 仓库代码 | alternatives |
| get_github_repo ThuongHan/project-1 | unknown | Get a GitHub repository from the given username | alternatives |
| run_command nelvinzfx/termux-mcp-shell | unknown | Run a shell command via /bin/sh -c with optional timeout and working directory. | alternatives |
| software_delivery_loop RPasquale/lightbulb-mcp | unknown | Execute a software delivery loop for coding tasks. | alternatives |
| software_spot_weld_fix RPasquale/lightbulb-mcp | unknown | Execute a spot weld fix for software issues. | alternatives |
| app.scaffold MediaSFU/MediaSFU MCP SDK Tools | unknown | Scaffolds a new MediaSFU integration project or component. | alternatives |
| Bash lumen-agent | unknown | 执行bash命令 | alternatives |
| edit_symbol io.github.Eilodon/calm-mcp | unknown | Edits a symbol after confirmation from edit_context. Returns CONFIRM_REQUIRED if not preceded by edit_context. | alternatives |
| diff_impact io.github.Eilodon/calm-mcp | unknown | Analyzes the impact of a diff before committing, showing affected symbols and files. | alternatives |
| callers io.github.Eilodon/calm-mcp | unknown | Show every known caller of a symbol before a change ships. | alternatives |
| callees io.github.Eilodon/calm-mcp | unknown | Show the functions a given symbol calls. | alternatives |
| edit_context io.github.Eilodon/calm-mcp | unknown | Provide context for editing a symbol, including callers and risk assessment. | alternatives |
| fitness_report io.github.Eilodon/calm-mcp | unknown | Generate a report on codebase health including hub concentration, dead code, complexity, and architecture violations. | alternatives |
| find_related deyavinaba597-pixel/ContextWeave | unknown | Code related to any term | alternatives |
| get_recent_changes deyavinaba597-pixel/ContextWeave | unknown | Recent commits with context | alternatives |
| annotate deyavinaba597-pixel/ContextWeave | unknown | Add notes to any file or function | alternatives |
| get_project_summary deyavinaba597-pixel/ContextWeave | unknown | Languages, frameworks, stats | alternatives |
| blast_radius io.github.Elmoaid/tempograph | unknown | What breaks if you change this file or symbol | alternatives |
| focus io.github.Elmoaid/tempograph | unknown | Connected subgraph around a symbol — callers, callees | alternatives |
| hotspots io.github.Elmoaid/tempograph | unknown | Ranked risk list — complexity x coupling x size | alternatives |
| dead_code io.github.Elmoaid/tempograph | unknown | Unreferenced symbols — cleanup candidates | alternatives |
| overview io.github.Elmoaid/tempograph | unknown | Repository orientation: size, languages, entry points | alternatives |
| lookup io.github.Elmoaid/tempograph | unknown | Where is X? What calls X? | alternatives |
| dependencies io.github.Elmoaid/tempograph | unknown | Circular imports, dependency layers | alternatives |
| cochange_context io.github.Elmoaid/tempograph | unknown | Files that historically change together | alternatives |
| index_repo io.github.Elmoaid/tempograph | unknown | Build or rebuild the graph | alternatives |
| watch_repo io.github.Elmoaid/tempograph | unknown | Live incremental updates | alternatives |
| diff_context io.github.Elmoaid/tempograph | unknown | Impact analysis of changed files | alternatives |
| architecture io.github.Elmoaid/tempograph | unknown | Module-level dependency view | alternatives |
| symbols io.github.Elmoaid/tempograph | unknown | Full symbol inventory | alternatives |
| file_map io.github.Elmoaid/tempograph | unknown | File tree with top symbols per file | alternatives |
| g8_connect_repo g8-mcp-server | unknown | Connect a GitHub/GitLab repository | alternatives |
| g8_scan_repo g8-mcp-server | unknown | Scan repo for tech stack and GTM readiness | alternatives |
| g8_get_scan_results g8-mcp-server | unknown | Get scan results | alternatives |
| g8_status g8-mcp-server | unknown | Get repo connection and install status | alternatives |
| windbg_disassemble chensiling/Windbg-MCP | unknown | 反汇编指定地址的指令，可指定数量。 | alternatives |
| windbg_evaluate chensiling/Windbg-MCP | unknown | 表达式求值，返回十进制和十六进制结果。 | alternatives |
| windbg_lookup chensiling/Windbg-MCP | unknown | 符号/类型/地址解析，可指定解析种类。 | alternatives |
| windbg_read_memory chensiling/Windbg-MCP | unknown | 读取内存，支持多种格式和元素数量。 | alternatives |
| windbg_breakpoint chensiling/Windbg-MCP | unknown | 断点管理，支持设置、列出、清除、启用、禁用。 | alternatives |
| windbg_control chensiling/Windbg-MCP | unknown | 执行控制，支持 go、step_into、step_over、step_out。 | alternatives |
| windbg_sympath chensiling/Windbg-MCP | unknown | 符号路径管理，支持显示、设置、重载、检查。 | alternatives |
| indexar_codebase e2its/graphrag-local | unknown | Indexa el código fuente en el grafo de código. | alternatives |
| verify_lean axiom-axle-mcp | unknown | Verifies a Lean theorem or proof using the Axiom Lean Engine. | alternatives |
| prove axiom-axle-mcp | unknown | Attempts to prove a given Lean statement automatically. | alternatives |
| run_python_script For-Sunny/darkside-mcp | unknown | Execute a .py file with arguments | alternatives |
| run_python_code For-Sunny/darkside-mcp | unknown | Run inline Python snippets with safety checks | alternatives |
| check_python_syntax For-Sunny/darkside-mcp | unknown | Validate Python syntax without executing | alternatives |
| run_powershell For-Sunny/darkside-mcp | unknown | Execute any PowerShell command (no safety checks) | alternatives |
| run_powershell_script For-Sunny/darkside-mcp | unknown | Run .ps1 scripts with arguments | alternatives |
| get_powershell_info For-Sunny/darkside-mcp | unknown | Get system and PowerShell info | alternatives |
| get_python_info For-Sunny/darkside-mcp | unknown | Get Python version and environment info | alternatives |
| evaluate io.github.Enreign/pagerunner | unknown | Run JavaScript in a tab | alternatives |
| execute_python Hari842-ai/Pluggio MCP Server | unknown | Execute Python code. | alternatives |
| batch_execute Hari842-ai/Pluggio MCP Server | unknown | Execute multiple operations. | alternatives |
| getSelection Ponywen0819/Claude Code IDE for Obsidian | unknown | Gets the current selection in the active editor. | alternatives |
| openDiff Ponywen0819/Claude Code IDE for Obsidian | unknown | Shows a diff view between two file contents. | alternatives |
| run_shell namanbansalcodes/MCP Gatekeeper | unknown | Shell exec (always blocked) | alternatives |
| arcpy_execute thaparSAAB14/ARCclaude | unknown | Run any Python/ArcPy code in the persistent session (REPL semantics) | alternatives |
| run_gp_tool thaparSAAB14/ARCclaude | unknown | Execute a GP tool by name with parameters; returns outputs + messages | alternatives |
| godot-project dcc-mcp/dcc-mcp-godot | unknown | Inspect the project or write a bounded .gd file below res:// | alternatives |
| godot-scene dcc-mcp/dcc-mcp-godot | unknown | Inspect the current scene and make undoable node edits | alternatives |
| godot-roguelike dcc-mcp/dcc-mcp-godot | unknown | Create and validate a 2D roguelike skill | alternatives |
| biome_check yriveiro/biome-mcp | unknown | Run formatting, linting, and assist checks in one pass | alternatives |
| biome_lint yriveiro/biome-mcp | unknown | Lint-only diagnostics with severity filter | alternatives |
As of the latest check, Glimind tracks 200 code AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.
Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.
Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.
Live data via MCP/REST. Neutral ratings — Glimind only measures.