Loading ToolBench
2,285 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | mcp-github-issues token-brain/mcp-github-issues add_issue_commentalivecreate_issue+9 | 12 | 2026-07-28+ | 71/100 | B |
| 52 | mcp-prometheus giantswarm/mcp-prometheus check_readyexecute_queryexecute_range_query |
| 15 |
| <=2025-11-25 |
| 71/100 |
| B |
| 53 | mcphub-api Tenormusica2024/mcphub-api get_health_historyget_serverget_usage+7 | 10 | 2026-07-28+ | 71/100 | B |
| 54 | neoimage looptech-ai/neoimage generate_image_geminigenerate_image_openai | 2 | 2026-07-28+ | 71/100 | B |
| 55 | pt-edge grahamrowe82/pt-edge aboutattack_chaincve_lookup+14 | 17 | 2026-07-28+ | 71/100 | B |
| 56 | review-ready-mcp yurukusa/review-ready-mcp check_changescheck_content | 2 | 2025-06-18+ | 71/100 | B |
| 57 | tim-mcp terraform-ibm-modules/tim-mcp get_contentget_example_detailsget_latest_module_version+4 | 7 | <=2025-11-25 | 71/100 | B |
| 58 | vibe-check-mcp-server PV-Bhat/vibe-check-mcp-server check_constitutionreset_constitutionupdate_constitution+2 | 5 | 2026-07-28+ | 71/100 | B |
| 59 | vynix-mcp UseVynix/vynix-mcp add_commentcreate_github_issuecreate_share_link+14 | 17 | 2025-06-18+ | 71/100 | B |
| 60 | devflow-ai being-bilal/devflow-ai chat_with_agentcreate_calendar_eventcreate_dev_task+19 | 22 | 2026-07-28+ | 70/100 | B |
| 61 | fleetpkg-mcp andrewkroh/fleetpkg-mcp fleetpkg_execute_sql_queryfleetpkg_get_sql_tablesfleetpkg_match_ecs_fields+4 | 7 | 2026-07-28+ | 70/100 | B |
| 62 | ggMCP4VSCode n2ns/ggMCP4VSCode append_file_contentcommit_changescreate_branch+38 | 41 | 2025-06-18+ | 70/100 | B |
| 63 | helios-mcp akougkas/helios-mcp export_profileget_behavioral_contextget_drift_report+4 | 7 | <=2025-11-25 | 70/100 | B |
| 64 | herald kOlapsis/herald cancel_taskcheck_taskget_diff+7 | 10 | <=2025-11-25 | 70/100 | B |
| 65 | mcp-server finmap-org/mcp-server analyze_market_overviewanalyze_sector_performanceget_company_profile_us+6 | 9 | <=2025-11-25 | 70/100 | B |
| 66 | ralph-mcp G0d2i11a/ralph-mcp ralph_batch_startralph_claim_readyralph_doctor+12 | 15 | 2026-07-28+ | 70/100 | B |
| 67 | reach-mcp xyonium/reach-mcp fetch_contentlist_sourcesread_url+2 | 5 | <=2025-11-25 | 70/100 | B |
| 68 | remote-mcp-server-with-auth coleam00/remote-mcp-server-with-auth executeDatabaselistTablesqueryDatabase | 3 | 2026-07-28+ | 70/100 | B |
| 69 | apiclaw nordsym/apiclaw apiclaw_helpcall_apicheck_balance+11 | 14 | 2026-07-28+ | 69/100 | C |
| 70 | clarifyprompt-mcp LumabyteCo/clarifyprompt-mcp apply_elicited_answersbuild_context_bundleclarify_with_user+21 | 24 | 2026-07-28+ | 69/100 | C |
| 71 | doc-manager giuliohome-org/doc-manager add_attachmentcreate_documentdelete_document+5 | 8 | 2026-07-28+ | 69/100 | C |
| 72 | duyet-mcp-server duyet/duyet-mcp-server get_analyticsget_blog_post_contentgithub_activity+3 | 6 | 2026-07-28+ | 69/100 | C |
| 73 | dvalincode arthurpanhku/dvalincode dvalin_begin_verificationdvalin_get_evidencedvalin_get_finding+6 | 9 | 2025-06-18+ | 69/100 | C |
| 74 | github-mcp-go geropl/github-mcp-go compare_commitsdownload_workflow_run_logsget_branch+21 | 24 | <=2025-11-25 | 69/100 | C |
| 75 | lizard-mcp lizard-build/lizard-mcp addon_createbilling_summaryconfig_apply+26 | 29 | 2026-07-28+ | 69/100 | C |
| 76 | mcp-creator-typescript gmoneyn/mcp-creator-typescript add_toolbuild_packagecheck_npm_name+7 | 10 | 2026-07-28+ | 69/100 | C |
| 77 | mcp-github hithereiamaliff/mcp-github add_issue_commentcreate_issueget_commit+16 | 19 | 2026-07-28+ | 69/100 | C |
| 78 | narnia ncosentino/narnia build_schedule_packagecreate_scheduledelete_local_sessions+24 | 27 | 2026-07-28+ | 69/100 | C |
| 79 | notemesh ChangeNode/notemesh append_to_noteattachment_metabacklinks+35 | 38 | 2026-07-28+ | 69/100 | C |
| 80 | openresearch-mcp olanokhin/openresearch-mcp get_bluesky_profileget_company_financialsget_country_indicator+19 | 22 | 2026-07-28+ | 69/100 | C |
| 81 | plugin-tools-marketplace orchestra-mcp/plugin-tools-marketplace create_agentcreate_hookcreate_skill+21 | 24 | 2026-07-28+ | 69/100 | C |
| 82 | ralph-mcp carlos132nx/ralph-mcp ralph_batch_startralph_doctorralph_get+9 | 12 | 2026-07-28+ | 69/100 | C |
| 83 | second-opinion-mcp-server PoliTwit1984/second-opinion-mcp-server get_second_opinion | 1 | 2026-07-28+ | 69/100 | C |
| 84 | serac serac-labs/serac enterprise_tool_executeenterprise_tool_searchtool_execute+1 | 4 | 2026-07-28+ | 69/100 | C |
| 85 | smart-ai-bridge Platano78/smart-ai-bridge askbackup_restorereview+1 | 4 | <=2025-11-25 | 69/100 | C |
| 86 | speak-mcp tylerdavis/speak-mcp change_voicelist_voicesspeak | 3 | 2026-07-28+ | 69/100 | C |
| 87 | unch uchebnick/unch bind_remote_cicreate_ci_workflowindex_repository+4 | 7 | 2025-06-18+ | 69/100 | C |
| 88 | veritas project-89/veritas donefetch_signalsget_narrative_context+3 | 6 | <=2025-11-25 | 69/100 | C |
| 89 | virgil manjuhere/virgil analyze_upgrade_impactcheck_available_upgradesfetch_changelog+3 | 6 | <=2025-11-25 | 69/100 | C |
| 90 | vision-tool farhanic017/vision-tool analyze_imageanalyze_video | 2 | 2026-07-28+ | 69/100 | C |
| 91 | weave Ataraxy-Labs/weave weave_agent_heartbeatweave_agent_registerweave_claim_entity+15 | 18 | <=2025-11-25 | 69/100 | C |
| 92 | AgentRunKit Tom-Ryder/AgentRunKit edit_filegit_diffglob+7 | 10 | 2026-07-28+ | 68/100 | C |
| 93 | DevProjex Avazbek22/DevProjex analyzeget_fileget_tree+4 | 7 | 2025-06-18+ | 68/100 | C |
| 94 | Gemini-MCP-Server georgejeffers/Gemini-MCP-Server chatcode_executionedit_image+4 | 7 | 2025-06-18+ | 68/100 | C |
| 95 | MonkeyLLM JimmyWesley/MonkeyLLM calendarcoverageforests+14 | 17 | 2026-07-28+ | 68/100 | C |
| 96 | agent-commerce-core SakuttoWorks/agent-commerce-core calculate_hybrid_trust_scoreenforce_complianceextract_via_firecrawl+6 | 9 | 2026-07-28+ | 68/100 | C |
| 97 | aide jmylchreest/aide code_outlinecode_read_checkcode_read_symbol+19 | 22 | 2026-07-28+ | 68/100 | C |
| 98 | augur manjuhere/augur analyze_upgrade_impactcheck_available_upgradesfetch_changelog+3 | 6 | <=2025-11-25 | 68/100 | C |
| 99 | cicada wende/cicada expand_resultgit_historyquery+4 | 7 | 2026-07-28+ | 68/100 | C |
| 100 | code-grapher mufasadb/code-grapher create_code_graphget_related_entitiesquery_code_graph+1 | 4 | <=2025-11-25 | 68/100 | C |