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 | |
|---|---|---|---|
| live_delete_object sima05020/aviutl2-mcp | unknown | Deletes an object from the running project immediately. | alternatives |
| live_add_object sima05020/aviutl2-mcp | unknown | Adds an object to the running project immediately without reopening. | alternatives |
| live_update_object sima05020/aviutl2-mcp | unknown | Edits an object in the running project immediately. | alternatives |
| curdx-flow:tasks @curdx/flow | unknown | Generate executable tasks based on design. | alternatives |
| curdx-flow:implement @curdx/flow | unknown | Enter task execution loop and verify. | alternatives |
| run_spark saikiyusuke/sparksheets-mcp | unknown | Run a Spark (AI button) from CLI. | alternatives |
| list_sparks saikiyusuke/sparksheets-mcp | unknown | List available Sparks. | alternatives |
| save_snippet saikiyusuke/sparksheets-mcp | unknown | Save a code snippet. | alternatives |
| get_snippet saikiyusuke/sparksheets-mcp | unknown | Get or search a snippet. | alternatives |
| code_assist mseep-mcp-server-code-assist | unknown | Provides code assistance including explanations, refactoring suggestions, and debugging help. | alternatives |
| search_code mseep-mcp-server-code-extractor | unknown | Search for code patterns using tree-sitter parsing. Supports both single-file and directory-wide searches. | alternatives |
| get_function mseep-mcp-server-code-extractor | unknown | Extract a complete function with all its code. | alternatives |
| get_lines mseep-mcp-server-code-extractor | unknown | Get exact line ranges when you know the line numbers. | alternatives |
| get_class mseep-mcp-server-code-extractor | unknown | Extract an entire class definition including all methods. | alternatives |
| get_signature mseep-mcp-server-code-extractor | unknown | Quickly get just the function signature without the body. | alternatives |
| get_symbols mseep-mcp-server-code-extractor | unknown | List all functions, classes, and other symbols in a file with depth control. | alternatives |
| ingest_repository gitingest-mcp | unknown | Transform a Git repository into an LLM-friendly digest | alternatives |
| project_map iiTzSenn/sens | unknown | A one-screen map of the repo with each file's exports | alternatives |
| who_uses iiTzSenn/sens | unknown | Every place a symbol is used | alternatives |
| find_symbol iiTzSenn/sens | unknown | Where a symbol is defined (file:line + signature) | alternatives |
| file_outline iiTzSenn/sens | unknown | A file's signatures, without its bodies | alternatives |
| explain_symbol iiTzSenn/sens | unknown | A symbol's callers and callees (call-graph neighborhood) | alternatives |
| already_exists iiTzSenn/sens | unknown | Whether something matching keywords already exists | alternatives |
| symbol_path iiTzSenn/sens | unknown | The shortest chain of calls connecting two symbols | alternatives |
| file_dependencies iiTzSenn/sens | unknown | What a file imports and what imports it (import graph) | alternatives |
| dead_code iiTzSenn/sens | unknown | Unused symbols / exports (candidates) | alternatives |
| superops_custom_mutation Matt-Beyond-Tech/superops-mcp | unknown | Run custom GraphQL mutation | alternatives |
| analyze_command redis-client-mcp-py | unknown | 分析一条命令（不执行）：只读/写/危险、是否需 confirm | alternatives |
| vb_list_kt_files z-mcp-vb-migration | unknown | 扫描项目中仍使用 synthetic 的 Kotlin 文件，返回待迁移列表 | alternatives |
| vb_migrate_kt_file z-mcp-vb-migration | unknown | 迁移指定的 Kotlin 文件到 ViewBinding（自动处理第一个主布局） | alternatives |
| get_repo_info ranjan-del/mcp-server-client | unknown | Returns deterministic offline repo info, optionally using a live API. | alternatives |
| calculate ranjan-del/mcp-server-client | unknown | Evaluates a safe arithmetic expression using an AST whitelist instead of eval. | alternatives |
| mcpservercreator dawsonlp/BaseMcpServer | unknown | Generator that scaffolds new MCP servers from a code snippet | alternatives |
| bootstrap climashscape/Proma Manager MCP Server | unknown | 为跨工作区但缺少 .source.json 的 skill 补溯源文件。指定 skill 名、目标工作区和来源工作区。自动拒绝 default-skills（workspace-watcher 管理的 19 个 skill）。 | alternatives |
| info climashscape/Proma Manager MCP Server | unknown | 查看单个 skill 的完整溯源视图：各工作区是否存在、hash、文件清单、母/子关系。 | alternatives |
| group_list climashscape/Proma Manager MCP Server | unknown | 列出指定工作区所有 skill 的 group 状态和内容摘要，供 AI 分析后自动分配 group。自动排除 default-skills 管理的 19 个 watcher 同步 skill。返回每个 skill 的 name、description、当前 group、正文预览 | alternatives |
| group_set climashscape/Proma Manager MCP Server | unknown | 批量写入 Skill 分组（与 group_list 配合实现 AI 自动归类）。 | alternatives |
| check_conventions autosnippet | unknown | Check if a file or diff follows project conventions and trigger self-repair if violations are found. | alternatives |
| save_pattern autosnippet | unknown | Save a code pattern as a new project convention (Recipe). | alternatives |
| write_code autosnippet | unknown | Generate code that follows project conventions by injecting relevant Recipes. | alternatives |
| component @ahmedessyad/liftit | unknown | Generate a React component from a site element | alternatives |
| suggest_optimizations souvikdu/perfonext-profiler-mcp | unknown | Generate structured, multi-pattern optimization suggestions for hot functions. Detects high fan-in, recursion, dominant callers, and V8-spec | alternatives |
| deepseek_code_review Skye412/DeepSeek MCP Server | unknown | 代码审查 — 分析 Bug、性能问题，给出改进建议 | alternatives |
| deepseek_debug Skye412/DeepSeek MCP Server | unknown | 调试辅助 — 分析错误信息，提供解决方案 | alternatives |
| team_merge_requests ProstoyVadila/GitLab MCP Server | unknown | List MRs with a team label (default: 'RE') | alternatives |
| get_pipeline_jobs ProstoyVadila/GitLab MCP Server | unknown | Get jobs for a pipeline | alternatives |
| get_file_content ProstoyVadila/GitLab MCP Server | unknown | Get file content from a repo | alternatives |
| get_merge_request_comments ProstoyVadila/GitLab MCP Server | unknown | Get MR comments/discussions | alternatives |
| list_repository_tree ProstoyVadila/GitLab MCP Server | unknown | List files/directories in a repo | alternatives |
| list_merge_requests ProstoyVadila/GitLab MCP Server | unknown | List MRs in a project (filter by state, branches, search) | alternatives |
| get_merge_request_changes ProstoyVadila/GitLab MCP Server | unknown | Get MR file diffs | alternatives |
| get_merge_request ProstoyVadila/GitLab MCP Server | unknown | Get MR details including description | alternatives |
| explain_ignore lenhonbp/codex-memory-intelligence | unknown | Explain why a path is ignored or included. | alternatives |
| impact lenhonbp/codex-memory-intelligence | unknown | Analyze the impact of changing a file or symbol. | alternatives |
| workspaces lenhonbp/codex-memory-intelligence | unknown | List detected workspaces in the project. | alternatives |
| graph lenhonbp/codex-memory-intelligence | unknown | Get the project dependency graph. | alternatives |
| execute_strategy CPZ-Lab/cpzai-mcp-server | unknown | Execute a strategy on the Python backend | alternatives |
| lint rvaghela20/ForceKit MCP Server | unknown | Run static analysis checks on Apex classes, triggers, and LWC files. | alternatives |
| test rvaghela20/ForceKit MCP Server | unknown | Execute Apex unit tests and parse code coverage. | alternatives |
| deep_analyze_project steering-generator-mcp | unknown | Deep analysis with categorized deps, patterns, entities | alternatives |
| apply_patch ShiYioo/opencode_native_tools | unknown | Apply an OpenCode patch. | alternatives |
| playwright_run vigilis-mcp | unknown | Run a Playwright test file and return results. | alternatives |
| get_instances mseep-roblox-mcp | unknown | Get instances from Roblox Studio by class name | alternatives |
| set_property mseep-roblox-mcp | unknown | Set a property on a Roblox instance | alternatives |
| execute_script mseep-roblox-mcp | unknown | Execute a Lua script in Roblox Studio | alternatives |
| fetch_github_repos justomsharma/github-resume-assistant | unknown | Pulls your GitHub profile, repos, stars, languages, recency. | alternatives |
| themes_get_component_source @gianpieropuleo/radix-mcp-server | unknown | Get the source code of a Radix Themes component | alternatives |
| primitives_get_component_source @gianpieropuleo/radix-mcp-server | unknown | Get the source code of a Radix Primitives component | alternatives |
| search_recent_commits alexadler9/mcp-tools-server | unknown | Searches recent commits for a public GitHub repository | alternatives |
| get_recent_commits alexadler9/mcp-tools-server | unknown | Returns recent commits from a public GitHub repository | alternatives |
| lint @agent-wiki/mcp | unknown | Self-check the wiki for contradictions, broken links, orphan pages, and stale content. | alternatives |
| listRepositories nilesh-singh-me/mcp-servers | unknown | List repositories for a GitHub user or organization. | alternatives |
| getRepository nilesh-singh-me/mcp-servers | unknown | Get details of a specific GitHub repository. | alternatives |
| listCommits nilesh-singh-me/mcp-servers | unknown | Fetch the commit history of a branch to understand recent changes. | alternatives |
| listPullRequests nilesh-singh-me/mcp-servers | unknown | List pull requests for a specific GitHub repository. | alternatives |
| createIssue nilesh-singh-me/mcp-servers | unknown | Create a new issue in a GitHub repository. | alternatives |
| getFile nilesh-singh-me/mcp-servers | unknown | Get the contents of a specific file in a GitHub repository. | alternatives |
| getPullRequest nilesh-singh-me/mcp-servers | unknown | Fetch details of a specific pull request (description, mergeability, status). | alternatives |
| createPullRequest nilesh-singh-me/mcp-servers | unknown | Open a new pull request automatically. | alternatives |
| listPullRequestFiles nilesh-singh-me/mcp-servers | unknown | See which files were modified in a pull request. | alternatives |
| createPullRequestReview nilesh-singh-me/mcp-servers | unknown | Leave code review comments on specific lines or approve PRs. | alternatives |
| mergePullRequest nilesh-singh-me/mcp-servers | unknown | Automatically merge a pull request. | alternatives |
| searchCode nilesh-singh-me/mcp-servers | unknown | Search for specific functions or variables across the entire repository. | alternatives |
| createOrUpdateFile nilesh-singh-me/mcp-servers | unknown | Commit small fixes or create new files directly via the GitHub API. | alternatives |
| deleteFile nilesh-singh-me/mcp-servers | unknown | Delete a file directly via the GitHub API. | alternatives |
| listBranches nilesh-singh-me/mcp-servers | unknown | See all available branches in a repository. | alternatives |
| createBranch nilesh-singh-me/mcp-servers | unknown | Create a new branch (e.g., fix/typo-in-readme) to isolate work. | alternatives |
| anchored_edit_many @carlkibler/toolsmith | unknown | Same as anchored_edit, across multiple files atomically | alternatives |
| file_skeleton @carlkibler/toolsmith | unknown | Explore an unfamiliar file's shape — returns only declarations at ~10% token cost | alternatives |
| get_function @carlkibler/toolsmith | unknown | Read one named symbol, ready to edit — no full-file read needed | alternatives |
| anchored_read @carlkibler/toolsmith | unknown | Read a specific range with stable line anchors | alternatives |
| anchored_search @carlkibler/toolsmith | unknown | Find matching lines with anchors, across a file or directory | alternatives |
| find_and_anchor @carlkibler/toolsmith | unknown | Search a directory and get anchored results — use instead of rg + sed | alternatives |
| symbol_replace @carlkibler/toolsmith | unknown | Edit text inside one named function or class — no pre-read required | alternatives |
| anchored_edit @carlkibler/toolsmith | unknown | Exact batched edits; validates anchors before writing, fails loudly if stale | alternatives |
| ui_konsta dmarmijosa/capacitor-stack | unknown | Genera snippets de Konsta UI para React | alternatives |
| ui_tailwind dmarmijosa/capacitor-stack | unknown | Proporciona instrucciones de instalación de Tailwind | alternatives |
| cap_plugins dmarmijosa/capacitor-stack | unknown | Lista plugins de Capacitor según features solicitadas | alternatives |
| cap_install dmarmijosa/capacitor-stack | unknown | Genera comandos para instalar y sincronizar Capacitor | alternatives |
| stack_recommend dmarmijosa/capacitor-stack | unknown | Recomienda el stack completo (React + Capacitor + Tailwind + Konsta) | alternatives |
| review_code mutual-review-mcp | unknown | Reviews a code snippet directly passed as a string with both models, optionally synthesizing a combined report. | alternatives |
| review_diff mutual-review-mcp | unknown | Reviews a unified diff string directly with both models, optionally synthesizing a combined report. | alternatives |
| ghidra_decompile RoySamson-stack/MCP RE Server | unknown | Decompile binary functions with Ghidra | alternatives |
| radare2_analyze RoySamson-stack/MCP RE Server | unknown | Analyze with Radare2 (functions, imports, strings) | alternatives |
| pestudio_analyze RoySamson-stack/MCP RE Server | unknown | Analyze PE (Windows) files | alternatives |
| analyze_project RoySamson-stack/MCP RE Server | unknown | Analyze project structure, language, framework | alternatives |
| analyze_api RoySamson-stack/MCP RE Server | unknown | List all API endpoints | alternatives |
| validate_api_structure RoySamson-stack/MCP RE Server | unknown | Check REST best practices | alternatives |
| scaffold_project RoySamson-stack/MCP RE Server | unknown | Generate project with Docker & tests | alternatives |
| add_tests RoySamson-stack/MCP RE Server | unknown | Add unit & integration tests | alternatives |
| execute_command RoySamson-stack/MCP RE Server | unknown | Execute a command | alternatives |
| trueline_outline trueline-mcp | unknown | Returns an AST-based structural outline of any file: functions, classes, declarations, and their line ranges. | alternatives |
| trueline_search trueline-mcp | unknown | Finds lines by literal string or regex and returns them with edit-ready refs and content hashes. | alternatives |
| trueline_changes trueline-mcp | unknown | Provides an AST-based summary of structural changes compared to a git ref. | alternatives |
| lsp_completion boxxkite-mcp | unknown | Request completions at a position | alternatives |
| lsp_open boxxkite-mcp | unknown | Open a file in the language server | alternatives |
| lsp_stop boxxkite-mcp | unknown | Stop the language server | alternatives |
| execute_python code-execution-mcp | unknown | Execute Python code via IPython in the specified session. | alternatives |
| create_pull_request cann-gitcode-mcp | unknown | 创建 Pull Request | alternatives |
| get_pull_request cann-gitcode-mcp | unknown | 获取指定 PR 的详细信息 | alternatives |
| list_pull_requests cann-gitcode-mcp | unknown | 列出仓库的 Pull Request（支持状态、排序等过滤） | alternatives |
| merge_pull_request cann-gitcode-mcp | unknown | 合并 Pull Request | alternatives |
| comment_pull_request cann-gitcode-mcp | unknown | 在 PR 上发表评论 | alternatives |
| get_pull_request_files cann-gitcode-mcp | unknown | 获取 PR 的变更文件列表 | alternatives |
| list_pull_request_comments cann-gitcode-mcp | unknown | 获取 PR 的所有评论 | alternatives |
| python_eval wellingtonlee/Esquie | unknown | Execute arbitrary Python in a sandboxed Docker container with persistent session state. | alternatives |
| shazam_overview gjczone/pi-shazam | unknown | Project summary: top files, dependencies, hotspots, entry points, key data structures | alternatives |
| shazam_format gjczone/pi-shazam | unknown | Auto-fix formatting (prettier, biome, eslint, ruff, cargo fmt, gofmt) | alternatives |
| shazam_impact gjczone/pi-shazam | unknown | Blast radius analysis — every file, symbol, and test affected by a change | alternatives |
| shazam_verify gjczone/pi-shazam | unknown | Post-edit verification: LSP diagnostics with auto-detection of unreliable servers, graph analysis, PASS/WARN/FAIL | alternatives |
| shazam_changes gjczone/pi-shazam | unknown | Git change summary with symbol-level detail, risk level, affected callers | alternatives |
| shazam_rename_symbol gjczone/pi-shazam | unknown | LSP cross-file symbol rename with atomic writes | alternatives |
| analyze giauphan/CodeAtlas MCP Enterprise | unknown | Analyze the codebase and return structured insights including classes, functions, dependencies, and metrics. | alternatives |
| get_dependencies giauphan/CodeAtlas MCP Enterprise | unknown | Get dependency graph for a given file or module. | alternatives |
| list_projects giauphan/CodeAtlas MCP Enterprise | unknown | List all projects in the workspace. | alternatives |
| get_project_info giauphan/CodeAtlas MCP Enterprise | unknown | Get detailed information about a specific project. | alternatives |
| get_code_metrics giauphan/CodeAtlas MCP Enterprise | unknown | Get code metrics (LOC, complexity, function counts) for a project. | alternatives |
| get_symbol_info giauphan/CodeAtlas MCP Enterprise | unknown | Get detailed information about a symbol (class, function, variable). | alternatives |
| get_file_info giauphan/CodeAtlas MCP Enterprise | unknown | Get information about a file (exports, imports, functions, classes). | alternatives |
| get_call_graph giauphan/CodeAtlas MCP Enterprise | unknown | Get call graph for a function or method. | alternatives |
| get_related_files giauphan/CodeAtlas MCP Enterprise | unknown | Get files related to a given file (imports, exports, references). | alternatives |
| get_project_tree giauphan/CodeAtlas MCP Enterprise | unknown | Get the directory tree of a project. | alternatives |
| get_code_smells giauphan/CodeAtlas MCP Enterprise | unknown | Detect code smells and anti-patterns in the codebase. | alternatives |
| search giauphan/CodeAtlas MCP Enterprise | unknown | Search the codebase for symbols, patterns, or text using AST-aware queries. | alternatives |
| get_impact giauphan/CodeAtlas MCP Enterprise | unknown | Analyze the impact of changing a given file or symbol. | alternatives |
| get_inheritance_tree giauphan/CodeAtlas MCP Enterprise | unknown | Get inheritance tree for a class. | alternatives |
| get_recent_changes giauphan/CodeAtlas MCP Enterprise | unknown | Get recent file changes in the workspace. | alternatives |
| run_style_check Cappybara12/Article Writer MCP | unknown | Quality report | alternatives |
| push_to_github Cappybara12/Article Writer MCP | unknown | Converts to your site's format and opens a real PR for review | alternatives |
| run_python_in_repl angrysky56/local-repl-mcp | unknown | Runs Python code in the specified REPL | alternatives |
| get_repl_info angrysky56/local-repl-mcp | unknown | Shows information about a specific REPL | alternatives |
| create_python_repl angrysky56/local-repl-mcp | unknown | Creates a new Python REPL and returns its ID | alternatives |
| list_active_repls angrysky56/local-repl-mcp | unknown | Lists all active REPL instances | alternatives |
| inspect_app dee0917/electron-live-i18n | unknown | Inspect an Electron app bundle to find suitable entries for patching. | alternatives |
| patch_app dee0917/electron-live-i18n | unknown | Patch an Electron app to inject the translation loader. | alternatives |
| check pi-green-loop | unknown | Run project checks (typecheck, lint, test, build) once, optionally scoped to affected files. | alternatives |
| fix pi-green-loop | unknown | Run formatters/autofixers (prettier, eslint --fix, ruff format, gofmt, cargo fmt) then re-check. | alternatives |
| grep ChrisGVE/workspace-qdrant-mcp | unknown | Search for exact strings or regex patterns. | alternatives |
| write_project_file @lifeng688/remotion-motion-mcp | unknown | Safely writes files inside an existing project with path traversal protection | alternatives |
| create_remotion_project @lifeng688/remotion-motion-mcp | unknown | Creates a local Remotion project with default animation | alternatives |
| list_remotion_projects @lifeng688/remotion-motion-mcp | unknown | Lists valid projects from REMOTION_MCP_WORKSPACE | alternatives |
| preview_remotion_project @lifeng688/remotion-motion-mcp | unknown | Launches Remotion Studio for a project | alternatives |
| render_remotion_project @lifeng688/remotion-motion-mcp | unknown | Renders MP4 output with strict preflight validation | alternatives |
| validate_remotion_project @lifeng688/remotion-motion-mcp | unknown | Checks project integrity and readiness for rendering | alternatives |
| shadcn_get_component anomal3/ui-toolkit-mcp | unknown | Fetch the real source code of a shadcn/ui component from the registry | alternatives |
| file_outline jesusamador-dev/rtk-mcp-server | unknown | Get an outline of a file's structure (symbols, functions, classes) without reading the whole file. | alternatives |
| get_minified_diff jesusamador-dev/rtk-mcp-server | unknown | Get a minified diff of changes. | alternatives |
| check_compatibility ChrisGVE/localdata-mcp | unknown | Verify API backward compatibility | alternatives |
| get_module ndslive-mcp | unknown | Get module metadata: category, deps, top-level types. | alternatives |
| find_references ndslive-mcp | unknown | Find every place a type is referenced, by field name and source location. | alternatives |
| list_modules ndslive-mcp | unknown | List modules in the bundle, optionally filtered by category. | alternatives |
| get_module_versions ndslive-mcp | unknown | Get every version of a module the bundle has indexed. | alternatives |
| compare_versions ndslive-mcp | unknown | Diff between two versions of the same module: added/removed/changed types. | alternatives |
| search @owerride/argus | unknown | Search the codebase for symbols or text patterns. | alternatives |
| explore @owerride/argus | unknown | Explore the repository structure and key files. | alternatives |
| trace @owerride/argus | unknown | Trace the call graph or dependencies of a function. | alternatives |
| impact @owerride/argus | unknown | Analyze the impact of changes to a file or function. | alternatives |
| diff_impact @owerride/argus | unknown | Analyze the impact of a diff on the codebase. | alternatives |
| list_so lm060719/reconbridge | unknown | 列出指定应用加载的 native 库（.so 文件） | alternatives |
| decompile lm060719/reconbridge | unknown | 对 APK 或 dex 进行反编译（jadx/androguard/Ghidra） | alternatives |
| find_function lm060719/reconbridge | unknown | 在反编译代码中定位函数（支持符号/字符串/交叉引用） | alternatives |
| hook_java lm060719/reconbridge | unknown | 对 Java 方法进行动态 hook（M5） | alternatives |
| hook_native lm060719/reconbridge | unknown | 对 native 函数进行动态 hook（M3） | alternatives |
| trace_java lm060719/reconbridge | unknown | 对 Java 方法进行调用跟踪（M5） | alternatives |
| patch_java lm060719/reconbridge | unknown | 对 Java 方法进行实时篡改（M5） | alternatives |
| remove_hook lm060719/reconbridge | unknown | 移除指定的 hook | alternatives |
| list_hooks lm060719/reconbridge | unknown | 列出当前活动的 hook | alternatives |
| list_worker_routes @opentabs-dev/opentabs-plugin-cloudflare | unknown | List Workers routes for a zone | alternatives |
| list_workers @opentabs-dev/opentabs-plugin-cloudflare | unknown | List Workers scripts | alternatives |
| skillmd_lint skillmds | unknown | Lint a SKILL.md file and return diagnostics and quality score. | alternatives |
| get_apex_log_summary certinia/debug-log-analyzer-mcp | unknown | Get a high-level summary of an Apex debug log including total execution time (in ms), method count, SOQL/DML totals, governor limits, and ac | alternatives |
| analyze_apex_log_performance certinia/debug-log-analyzer-mcp | unknown | Rank methods in an Apex debug log by self-execution time. Returns method names, durations (in ms), SOQL/DML counts, and optimization recomme | alternatives |
| apexlog_execute_anonymous certinia/debug-log-analyzer-mcp | unknown | Run Apex anonymously and analyze the performance | alternatives |
| apexlog_get_summary certinia/debug-log-analyzer-mcp | unknown | Get a high-level summary of an Apex debug log | alternatives |
| apexlog_list_limit_risks certinia/debug-log-analyzer-mcp | unknown | List governor limit risks in an Apex debug log | alternatives |
| apexlog_list_slow_operations certinia/debug-log-analyzer-mcp | unknown | Rank what an Apex debug log spent its time on by self-execution time | alternatives |
| execute_anonymous certinia/debug-log-analyzer-mcp | unknown | Executes anonymous Apex code against any authenticated Salesforce org. Saves the resulting debug log to a local file and returns a summary w | alternatives |
| grep_files Zxyy-mo/MCP RepoBridge | unknown | Search for a pattern in files within the workspace. | alternatives |
| cf_workers_list_scripts cloudflare-blade-mcp | unknown | List all Worker scripts in account | alternatives |
| chaprola_compile cletcher/Chaprola MCP Server | unknown | Compile .CS source to .PR bytecode | 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.