Loading ToolBench
461 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | git-simple-read-mcp kajidog/git-simple-read-mcp add_memobatchclone_repository+17 | 20 | 2026-07-28+ | 81/100 | A |
| 2 | smooth-code-repo-index-mcp generik0/smooth-code-repo-index-mcp get_agents_context |
| 5 |
| <=2025-11-25 |
| 80/100 |
| A |
| 3 | 2025_python-mcp-agent glassesholder/2025_python-mcp-agent get_channel_infoget_youtube_transcriptsearch_youtube_videos | 3 | 2026-07-28+ | 49/100 | F |
| 4 | Devmind-MCP JochenYang/Devmind-MCP create_sessiondelete_contextexport_contexts+12 | 15 | 2026-07-28+ | 49/100 | F |
| 5 | MCP_Open RockyRocks/MCP_Open build_runfs_deletefs_edit+29 | 32 | 2026-07-28+ | 49/100 | F |
| 6 | Perenna scarletkc/Perenna memory_deletememory_readmemory_write | 3 | 2026-07-28+ | 49/100 | F |
| 7 | RepoBrain hieuchaydi/RepoBrain analyze_impactassess_ship_readinessbuild_change_context+12 | 15 | 2026-07-28+ | 49/100 | F |
| 8 | ServerMCP CiudadAlex/ServerMCP ask_wikipediaask_wikipedia_short_answercomplete_task+9 | 12 | 2026-07-28+ | 49/100 | F |
| 9 | Simple-MCP karar-hayder/Simple-MCP click_mousecreate_filecreate_folder+26 | 29 | <=2025-11-25 | 49/100 | F |
| 10 | YouTubeMCPServer robalexclark/YouTubeMCPServer RetrieveYoutubeTranscript | 1 | <=2025-11-25 | 49/100 | F |
| 11 | aegis-mcp raghulvj01/aegis-mcp aws_check_s3_public_accessaws_list_ec2_instancescicd_pipeline_status+18 | 21 | <=2025-11-25 | 49/100 | F |
| 12 | code-analysis-mcp saiprashanths/code-analysis-mcp analyze_repositoryread_file | 2 | 2026-07-28+ | 49/100 | F |
| 13 | code-buddy Abhi-vish/code-buddy analyze_codecopy_filecreate_directory+25 | 28 | 2026-07-28+ | 49/100 | F |
| 14 | codex-cli-mcp-tool Mr-Tomahawk/codex-cli-mcp-tool apply-diffask-codexexec-codex+3 | 6 | <=2025-11-25 | 49/100 | F |
| 15 | crawl-mcp walksoda/crawl-mcp batch_crawlbatch_extract_youtube_transcriptsbatch_search_google+17 | 20 | 2026-07-28+ | 49/100 | F |
| 16 | crawl-mcp sruckh/crawl-mcp crawl_urlextract_structured_dataextract_youtube_transcript+4 | 7 | <=2025-11-25 | 49/100 | F |
| 17 | ferrumdeck sattyamjjain/ferrumdeck get_test_resultsgit_addgit_branch+10 | 13 | 2026-07-28+ | 49/100 | F |
| 18 | forge alexandremahdhaoui/forge buildconfig-validatedocs-get+7 | 10 | 2026-07-28+ | 49/100 | F |
| 19 | git-forensics-mcp davidorex/git-forensics-mcp analyze_file_changesanalyze_time_periodget_branch_overview+1 | 4 | 2026-07-28+ | 49/100 | F |
| 20 | git-proxy-mcp MatejGomboc/git-proxy-mcp repo/clonerepo/clone/cancelrepo/clone/chunk+6 | 9 | <=2025-11-25 | 49/100 | F |
| 21 | java-code-review-mcp kzoabi/java-code-review-mcp analyze_java_dependenciesanalyze_java_staticanalyze_spring_compliance+8 | 11 | <=2025-11-25 | 49/100 | F |
| 22 | javis-os blogminhquy/javis-os javis_read_file | 1 | 2026-07-28+ | 49/100 | F |
| 23 | laravel-optimize-mcp skylence-org/laravel-optimize-mcp configuration-analyzerdatabase-size-inspectorlog-file-inspector+4 | 7 | <=2025-11-25 | 49/100 | F |
| 24 | mcp-git MementoRC/mcp-git discover_toolsexecute_toolget_tool_spec | 3 | <=2025-11-25 | 49/100 | F |
| 25 | mcp-git markheramis/mcp-git git_addgit_branchgit_checkout+8 | 11 | 2026-07-28+ | 49/100 | F |
| 26 | mcp-platform MichaelYagi/mcp-platform analyze_code_fileanalyze_projectexplain_code+7 | 10 | <=2025-11-25 | 49/100 | F |
| 27 | mcpunk jurasofish/mcpunk configure_projectget_a_joke | 2 | <=2025-11-25 | 49/100 | F |
| 28 | modelcontextprotocol maaksystemsllc/modelcontextprotocol convert_timefetchget_current_time+13 | 16 | <=2025-11-25 | 49/100 | F |
| 29 | modelcontextprotocol-servers DoctorB00st/modelcontextprotocol-servers convert_timefetchget_current_time+13 | 16 | <=2025-11-25 | 49/100 | F |
| 30 | project-mind-mcp Nik0lay1/project-mind-mcp analyze_code_complexitycancel_indexingget_annotations+18 | 21 | <=2025-11-25 | 49/100 | F |
| 31 | smartest-tv inquisitive-genusvedalia144/smartest-tv tv_casttv_nexttv_play+4 | 7 | 2026-07-28+ | 49/100 | F |
| 32 | swarmvault swarmclawai/swarmvault blast_radiusfind_graph_cyclesgraph_diff+3 | 6 | 2026-07-28+ | 49/100 | F |
| 33 | synapse alexjsmith0115/synapse assess_impactexecute_queryexplore+13 | 16 | 2026-07-28+ | 49/100 | F |
| 34 | tablitz bkataru/tablitz dedupexportimport+8 | 11 | 2026-07-28+ | 49/100 | F |
| 35 | variant-ui btree1970/variant-ui check_statuscreate_variationlist_variations+4 | 7 | 2026-07-28+ | 49/100 | F |
| 36 | watercooler mostlyharmless-ai/watercooler watercooler_access_statswatercooler_ackwatercooler_baseline_graph+17 | 20 | 2026-07-28+ | 49/100 | F |
| 37 | yolo-ffmpeg-mcp StigLau/yolo-ffmpeg-mcp create_analysis_comparisoncreate_music_videocreate_side_by_side_comparison+14 | 17 | <=2025-11-25 | 49/100 | F |
| 38 | youtube-vision-transcriber lucidprogrammer/youtube-vision-transcriber prepare_youtube_videotranscribe_video_file | 2 | <=2025-11-25 | 49/100 | F |
| 39 | ARNO julianbei/ARNO arno.changesarno.checkpointarno.diff+16 | 19 | 2026-07-28+ | 48/100 | F |
| 40 | BootstrapBlazor.MCPServer BootstrapBlazor/BootstrapBlazor.MCPServer AskComponentExpertGetComponentDocsGetComponentList+1 | 4 | <=2025-11-25 | 48/100 | F |
| 41 | CodeMem zhangshi0512/CodeMem add_episodic_memorydelete_memoriesget_profile_memory+3 | 6 | <=2025-11-25 | 48/100 | F |
| 42 | CodeToolsMcp AbdelilahOu/CodeToolsMcp copydeleteedit+14 | 17 | <=2025-11-25 | 48/100 | F |
| 43 | DiffPilot bkalafat/DiffPilot diff_statsgenerate_changeloggenerate_commit_message+6 | 9 | 2026-07-28+ | 48/100 | F |
| 44 | Langchain-Chatchat Kestrong/Langchain-Chatchat built_in_toolschat_routerchild_tools+5 | 8 | <=2025-11-25 | 48/100 | F |
| 45 | MCP-YouTube-Transcribe JackHP/MCP-YouTube-Transcribe get_youtube_transcript | 1 | <=2025-11-25 | 48/100 | F |
| 46 | RRClaw yzzting/RRClaw configfile_readfile_write+9 | 12 | <=2025-11-25 | 48/100 | F |
| 47 | VegaMCP Pastarafian/VegaMCP REDACTED_gitcode_toolkitdata_toolkit+4 | 7 | 2026-07-28+ | 48/100 | F |
| 48 | claude-code-config chris2ao/claude-code-config blog_postsrepo_statusstyle_guide+1 | 4 | 2026-07-28+ | 48/100 | F |
| 49 | devpulse-mcp tao-izm/devpulse-mcp get_recent_errorsget_running_servicesget_session_snapshot | 3 | 2026-07-28+ | 48/100 | F |
| 50 | git-mcp-rs srpipoca504/git-mcp-rs get_changelogget_file_contentget_file_tree+2 | 5 | <=2025-11-25 | 48/100 | F |