Loading ToolBench
318 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | datapulse-my r3dz4r/datapulse-my |
| 5 |
| 2026-07-28+ |
| 89/100 |
| A |
| 2 | mcp-everything 4eyedengineer/mcp-everything call_toolcontinue_generationgenerate_mcp_server+6 | 9 | 2026-07-28+ | 82/100 | A |
| 3 | amon-github-mcp-server amotarao/amon-github-mcp-server add_sub_issuesget_id_of_issueget_ids_of_issues+4 | 7 | 2026-07-28+ | 81/100 | A |
| 4 | gemara-mcp-server complytime/gemara-mcp-server find_applicable_artifactsget_gemara_infoget_layer1_guidance+13 | 16 | <=2025-11-25 | 81/100 | A |
| 5 | duxt_mcp duxt-base/duxt_mcp duxt_cli_helpgenerate_codeget_component_api+1 | 4 | 2026-07-28+ | 80/100 | A |
| 6 | rails-diff-mcp AlexZeitler/rails-diff-mcp compare_rails_versionsget_file_difflist_rails_versions | 3 | <=2025-11-25 | 80/100 | A |
| 7 | aws-open-data-mcp domdomegg/aws-open-data-mcp get_datasetsearch_datasets | 2 | 2025-06-18+ | 78/100 | B |
| 8 | idea-reality-mcp mnemox-ai/idea-reality-mcp idea_check | 1 | 2026-07-28+ | 77/100 | B |
| 9 | agenticore The-Cloud-Clock-Work/agenticore agent_completionscancel_jobexecute_plan+6 | 9 | 2026-07-28+ | 76/100 | B |
| 10 | fleet-mcp karmine05/fleet-mcp get_aggregate_platformsget_endpointsget_fleets+16 | 19 | <=2025-11-25 | 75/100 | B |
| 11 | spm-search-mcp detailobsessed/spm-search-mcp get_package_readmelist_search_filterssearch_swift_packages | 3 | <=2025-11-25 | 75/100 | B |
| 12 | tiger-gh-mcp-server timescale/tiger-gh-mcp-server find_reposget_issueget_pull_request+5 | 8 | 2025-06-18+ | 75/100 | B |
| 13 | utility-mcp-server realmcpservers/utility-mcp-server generate_release_notes | 1 | 2026-07-28+ | 75/100 | B |
| 14 | dartwork-mpl dartworklabs/dartwork-mpl fetch_github_documentget_color_valuemix_colors | 3 | 2026-07-28+ | 74/100 | B |
| 15 | github-projects-mcp Lexmata/github-projects-mcp add_draft_issueadd_existing_issuecreate_field+14 | 17 | 2026-07-28+ | 74/100 | B |
| 16 | mcp-rust-docs-embed 0xDAEF0F/mcp-rust-docs-embed check_embed_statusembed_repoquery_embeddings | 3 | <=2025-11-25 | 74/100 | B |
| 17 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 18 | github-mcp-server guangxiangdebizi/github-mcp-server analyze_repository_structureread_repository_file | 2 | 2026-07-28+ | 72/100 | B |
| 19 | paradigm-memory infinition/paradigm-memory memory_create_nodememory_deletememory_delete_node+22 | 25 | 2026-07-28+ | 72/100 | B |
| 20 | Graft trailhq/Graft graft_check_freshnessgraft_file_apigraft_find_all+3 | 6 | 2026-07-28+ | 71/100 | B |
| 21 | Skill_Seekers yusufkaraaslan/Skill_Seekers generate_configlist_configsvalidate_config | 3 | 2026-07-28+ | 71/100 | B |
| 22 | fastapi-docs-mcp jaredthivener/fastapi-docs-mcp compare_fastapi_approachesget_fastapi_best_practicesget_fastapi_docs+3 | 6 | <=2025-11-25 | 71/100 | B |
| 23 | github-projectpulse-mcp alexbypa/github-projectpulse-mcp analyze_code_scanninganalyze_dependenciescheck_ci_status+4 | 7 | 2025-06-18+ | 71/100 | B |
| 24 | mcp-github-issues token-brain/mcp-github-issues add_issue_commentalivecreate_issue+9 | 12 | 2026-07-28+ | 71/100 | B |
| 25 | mcphub-api Tenormusica2024/mcphub-api get_health_historyget_serverget_usage+7 | 10 | 2026-07-28+ | 71/100 | B |
| 26 | pt-edge grahamrowe82/pt-edge aboutattack_chaincve_lookup+14 | 17 | 2026-07-28+ | 71/100 | B |
| 27 | vynix-mcp UseVynix/vynix-mcp add_commentcreate_github_issuecreate_share_link+14 | 17 | 2025-06-18+ | 71/100 | B |
| 28 | devflow-ai being-bilal/devflow-ai chat_with_agentcreate_calendar_eventcreate_dev_task+19 | 22 | 2026-07-28+ | 70/100 | B |
| 29 | Github-MCP-Server mymadhavyadav07/Github-MCP-Server create_github_issuecreate_pull_request_with_branchget_file_content+2 | 5 | 2026-07-28+ | 59/100 | D |
| 30 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 31 | astllm-mcp tluyben/astllm-mcp get_file_outlineget_file_treeget_repo_outline+8 | 11 | <=2025-11-25 | 59/100 | D |
| 32 | claude-oracle-mcp Vvkmnn/claude-oracle-mcp browsesearchsources | 3 | 2026-07-28+ | 59/100 | D |
| 33 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 34 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 35 | devduck cagataycali/devduck add_commentfetch_github_toolinstall_tools+4 | 7 | 2026-07-28+ | 59/100 | D |
| 36 | fedramp-docs-mcp ethanolivertroy/fedramp-docs-mcp analyze_control_coveragediff_frmrfilter_by_impact+18 | 21 | 2026-07-28+ | 59/100 | D |
| 37 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 38 | git-mcp idosal/git-mcp fetch_documentationfetch_generic_url_contentsearch_repository_code+1 | 4 | 2026-07-28+ | 59/100 | D |
| 39 | gitingest-cf-remote-mcp-server un1tz3r0/gitingest-cf-remote-mcp-server analyze_code_filesget_repo_docsget_repo_structure+1 | 4 | 2026-07-28+ | 59/100 | D |
| 40 | hackathon-12-mcp-compliance grafana/hackathon-12-mcp-compliance get_controlget_control_evidence_guidanceget_control_family+3 | 6 | 2026-07-28+ | 59/100 | D |
| 41 | iconsnag andreas-deruiter/iconsnag get_icon_pngget_icon_svglist_sources+2 | 5 | 2026-07-28+ | 59/100 | D |
| 42 | kvm-pilot DustinTrap/kvm-pilot calibrate_mousecapabilitiesclassify_screen+21 | 24 | <=2025-11-25 | 59/100 | D |
| 43 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 44 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 45 | mcp-github-pr-issue-analyser saidsef/mcp-github-pr-issue-analyser get_repo_stars_sinceget_user_activities | 2 | 2026-07-28+ | 59/100 | D |
| 46 | mcp-github-projects taylor-lindores-reeves/mcp-github-projects add-project-draft-issueadd-project-item-by-idarchive-project-item+22 | 25 | 2026-07-28+ | 59/100 | D |
| 47 | modular-patchbay VictorGjn/modular-patchbay get_knowledge_contextindex_github_repoindex_knowledge_file+3 | 6 | 2026-07-28+ | 59/100 | D |
| 48 | reactbits-mcp-server ceorkm/reactbits-mcp-server get_componentget_component_demolist_categories+2 | 5 | 2026-07-28+ | 59/100 | D |
| 49 | repo-ctx osick/repo-ctx ctx-analyzectx-architecturectx-cycles+15 | 18 | 2026-07-28+ | 59/100 | D |
| 50 | review-flow DGouron/review-flow add_actioncomplete_agentget_threads+4 | 7 | <=2025-11-25 | 59/100 | D |