Loading ToolBench
1,005 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 151 | gns3-mcp ChistokhinSV/gns3-mcp create_drawingget_linkshttp_client+5 | 8 | 2026-07-28+ | 62/100 | C |
| 152 | mangaba_ai Mangaba-ai/mangaba_ai calculatorcode_interpreterdirectory_list+10 | 13 | 2026-07-28+ |
| 62/100 |
| C |
| 153 | mcp-cyclops cyclops-ui/mcp-cyclops create_modulecreate_module_manifestget_module+6 | 9 | <=2025-11-25 | 62/100 | C |
| 154 | obsidian-mcp eddmann/obsidian-mcp add-tagsappend-contentapply-diff-patch+15 | 18 | 2025-06-18+ | 62/100 | C |
| 155 | open-computer-use Wide-Moat/open-computer-use bashcreate_filestr_replace+2 | 5 | <=2025-11-25 | 62/100 | C |
| 156 | remnux-mcp-server REMnux/remnux-mcp-server analyze_filecheck_behavior_prerequisitescheck_tools+15 | 18 | 2026-07-28+ | 62/100 | C |
| 157 | rolldev-mcp-server dockergiant/rolldev-mcp-server rolldev_composerrolldev_db_queryrolldev_list_environments+7 | 10 | 2026-07-28+ | 62/100 | C |
| 158 | socraticode giancarloerra/socraticode codebase_aboutcodebase_contextcodebase_context_index+24 | 27 | <=2025-11-25 | 62/100 | C |
| 159 | wavescope-mcp yogthos/wavescope-mcp compute_complexity_heatmapdiff_wavelet_contextget_cursor_context+6 | 9 | 2026-07-28+ | 62/100 | C |
| 160 | windows-operations-mcp sandraschi/windows-operations-mcp create_archiveformat_json_stringget_help+6 | 9 | <=2025-11-25 | 62/100 | C |
| 161 | JoySafeter jd-opensource/JoySafeter preview_skilltavily_searchthink_tool | 3 | <=2025-11-25 | 61/100 | C |
| 162 | Konnect mixelpixx/Konnect align_componentsedit_componentget_active_toolsets+10 | 13 | <=2025-11-25 | 61/100 | C |
| 163 | RepoYeti LunarWerxs/RepoYeti collaboration_commit_synccollaboration_diffcollaboration_status+13 | 16 | 2026-07-28+ | 61/100 | C |
| 164 | SwiftAgent 1amageek/SwiftAgent BashDispatchEdit+3 | 6 | 2026-07-28+ | 61/100 | C |
| 165 | TailOpsMCP mdlmarkham/TailOpsMCP get_container_listget_container_logsinspect_container+3 | 6 | 2026-07-28+ | 61/100 | C |
| 166 | code-assistant-peers AnamKwon/code-assistant-peers begin_peer_taskfinalize_code_changes_with_peer_reviewget_peer_review_status+4 | 7 | 2026-07-28+ | 61/100 | C |
| 167 | context-forge ecorkran/context-forge agent_onboardagent_quickstartconfig_get+20 | 23 | 2026-07-28+ | 61/100 | C |
| 168 | context-sync Intina47/context-sync gitnotionread_file+5 | 8 | 2026-07-28+ | 61/100 | C |
| 169 | continuum devjoaocastro/continuum add_memorycross_project_insightsdeveloper_dna+4 | 7 | 2026-07-28+ | 61/100 | C |
| 170 | csharp-code-map bbajt/csharp-code-map code.get_spancode.search_textindex.cleanup+6 | 9 | 2026-07-28+ | 61/100 | C |
| 171 | delimit-mcp-server delimit-ai/delimit-mcp-server cost_analyzecost_optimizedesign_extract_tokens+10 | 13 | 2026-07-28+ | 61/100 | C |
| 172 | diffctx nikolay-e/diffctx diffctx_context | 1 | <=2025-11-25 | 61/100 | C |
| 173 | docker-mcp-server kalyanram262/docker-mcp-server create_containerget_container_statshealth_check+6 | 9 | <=2025-11-25 | 61/100 | C |
| 174 | engram rwnalds/engram brain_appendbrain_capturebrain_delete+11 | 14 | 2026-07-28+ | 61/100 | C |
| 175 | hoopoe AirspaceTechnologies/hoopoe codexcodex-replygit-new-branch-pr+1 | 4 | <=2025-11-25 | 61/100 | C |
| 176 | hug-scm elifarley/hug-scm hug_branch_listhug_h_fileshug_h_steps+3 | 6 | 2026-07-28+ | 61/100 | C |
| 177 | jupyter-mcp-server datalayer/jupyter-mcp-server launch_sandboxlist_sandboxesterminate_sandbox+1 | 4 | <=2025-11-25 | 61/100 | C |
| 178 | mcp-codebase-index MikeRecognex/mcp-codebase-index find_symbolget_call_chainget_change_impact+15 | 18 | 2026-07-28+ | 61/100 | C |
| 179 | mcp-server-devops kogunlowo123/mcp-server-devops ansible_run_playbookdocker_builddocker_list_containers+3 | 6 | 2026-07-28+ | 61/100 | C |
| 180 | mcp-workspace MarcusJellinghaus/mcp-workspace get_reference_projectslist_reference_directoryread_reference_file+1 | 4 | <=2025-11-25 | 61/100 | C |
| 181 | mcp_server_filesystem MarcusJellinghaus/mcp_server_filesystem get_reference_projectslist_reference_directoryread_reference_file+1 | 4 | <=2025-11-25 | 61/100 | C |
| 182 | memory sunbeamdotpt/memory add_watch_targetbuild_source_urndelete_fact+11 | 14 | <=2025-11-25 | 61/100 | C |
| 183 | open-code-review raye-deng/open-code-review explain_issueheal_codescan_diff+1 | 4 | 2026-07-28+ | 61/100 | C |
| 184 | pi-shazam gjczone/pi-shazam shazam_changesshazam_formatshazam_impact+4 | 7 | 2026-07-28+ | 61/100 | C |
| 185 | rails-informant 6temes/rails-informant annotate_errordelete_errorget_error+11 | 14 | 2026-07-28+ | 61/100 | C |
| 186 | srclight srclight/srclight blame_symbolchanges_tocodebase_map+31 | 34 | 2026-07-28+ | 61/100 | C |
| 187 | tigl-mcp cmudrc/tigl-mcp close_cpacsexport_component_meshexport_configuration_cad+3 | 6 | 2025-06-18+ | 61/100 | C |
| 188 | workforge-mcp NotNull92/workforge-mcp list_directoryproject_resumeread_image_file+10 | 13 | 2025-06-18+ | 61/100 | C |
| 189 | worktree-initializer AdamTovatt/worktree-initializer wi_helpwi_init | 2 | <=2025-11-25 | 61/100 | C |
| 190 | DevOpsMCP-Server JH-A-Kim/DevOpsMCP-Server basic_greeting_testcheck_port_listeningcheck_process_running+6 | 9 | 2026-07-28+ | 60/100 | C |
| 191 | KMCP hashwnath/KMCP code_sample_searchdocs_fetchdocs_search | 3 | <=2025-11-25 | 60/100 | C |
| 192 | ai-readme-mcp Draco-Cheng/ai-readme-mcp compress_ai_readmediscover_ai_readmesget_context_for_file+3 | 6 | 2026-07-28+ | 60/100 | C |
| 193 | ai-team-sync pvestal/ai-team-sync acknowledge_messageapprove_overrideats_version+14 | 17 | 2026-07-28+ | 60/100 | C |
| 194 | clov-ai alexandephilia/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 60/100 | C |
| 195 | code-memory kapillamba4/code-memory check_index_statusget_index_statsindex_codebase+3 | 6 | <=2025-11-25 | 60/100 | C |
| 196 | codebadger qcri/codebadger codebase_overviewfind_command_injection_sinkslist_calls+2 | 5 | <=2025-11-25 | 60/100 | C |
| 197 | codex bocan/codex create_foldercreate_pagedelete_folder+11 | 14 | <=2025-11-25 | 60/100 | C |
| 198 | docker-agent-backend ahmed-gelemli/docker-agent-backend docker_healthdocker_versionget_container+7 | 10 | <=2025-11-25 | 60/100 | C |
| 199 | gkill mt3hr/gkill gkill_get_all_rep_namesgkill_get_all_tag_namesgkill_get_gps_log+5 | 8 | 2026-07-28+ | 60/100 | C |
| 200 | gridctl gridctl/gridctl tools search | 1 | 2026-07-28+ | 60/100 | C |