Loading ToolBench
304 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | idea-reality-mcp mnemox-ai/idea-reality-mcp idea_check | 1 | 2026-07-28+ | 77/100 | B |
| 2 | agenticore |
| 9 |
| 2026-07-28+ |
| 76/100 |
| B |
| 3 | fleet-mcp karmine05/fleet-mcp get_aggregate_platformsget_endpointsget_fleets+16 | 19 | <=2025-11-25 | 75/100 | B |
| 4 | spm-search-mcp detailobsessed/spm-search-mcp get_package_readmelist_search_filterssearch_swift_packages | 3 | <=2025-11-25 | 75/100 | B |
| 5 | tiger-gh-mcp-server timescale/tiger-gh-mcp-server find_reposget_issueget_pull_request+5 | 8 | 2025-06-18+ | 75/100 | B |
| 6 | utility-mcp-server realmcpservers/utility-mcp-server generate_release_notes | 1 | 2026-07-28+ | 75/100 | B |
| 7 | dartwork-mpl dartworklabs/dartwork-mpl fetch_github_documentget_color_valuemix_colors | 3 | 2026-07-28+ | 74/100 | B |
| 8 | github-projects-mcp Lexmata/github-projects-mcp add_draft_issueadd_existing_issuecreate_field+14 | 17 | 2026-07-28+ | 74/100 | B |
| 9 | mcp-rust-docs-embed 0xDAEF0F/mcp-rust-docs-embed check_embed_statusembed_repoquery_embeddings | 3 | <=2025-11-25 | 74/100 | B |
| 10 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 11 | github-mcp-server guangxiangdebizi/github-mcp-server analyze_repository_structureread_repository_file | 2 | 2026-07-28+ | 72/100 | B |
| 12 | paradigm-memory infinition/paradigm-memory memory_create_nodememory_deletememory_delete_node+22 | 25 | 2026-07-28+ | 72/100 | B |
| 13 | Graft trailhq/Graft graft_check_freshnessgraft_file_apigraft_find_all+3 | 6 | 2026-07-28+ | 71/100 | B |
| 14 | Skill_Seekers yusufkaraaslan/Skill_Seekers generate_configlist_configsvalidate_config | 3 | 2026-07-28+ | 71/100 | B |
| 15 | fastapi-docs-mcp jaredthivener/fastapi-docs-mcp compare_fastapi_approachesget_fastapi_best_practicesget_fastapi_docs+3 | 6 | <=2025-11-25 | 71/100 | B |
| 16 | github-projectpulse-mcp alexbypa/github-projectpulse-mcp analyze_code_scanninganalyze_dependenciescheck_ci_status+4 | 7 | 2025-06-18+ | 71/100 | B |
| 17 | mcp-github-issues token-brain/mcp-github-issues add_issue_commentalivecreate_issue+9 | 12 | 2026-07-28+ | 71/100 | B |
| 18 | mcphub-api Tenormusica2024/mcphub-api get_health_historyget_serverget_usage+7 | 10 | 2026-07-28+ | 71/100 | B |
| 19 | pt-edge grahamrowe82/pt-edge aboutattack_chaincve_lookup+14 | 17 | 2026-07-28+ | 71/100 | B |
| 20 | vynix-mcp UseVynix/vynix-mcp add_commentcreate_github_issuecreate_share_link+14 | 17 | 2025-06-18+ | 71/100 | B |
| 21 | devflow-ai being-bilal/devflow-ai chat_with_agentcreate_calendar_eventcreate_dev_task+19 | 22 | 2026-07-28+ | 70/100 | B |
| 22 | Github-MCP-Server mymadhavyadav07/Github-MCP-Server create_github_issuecreate_pull_request_with_branchget_file_content+2 | 5 | 2026-07-28+ | 59/100 | D |
| 23 | astllm-mcp tluyben/astllm-mcp get_file_outlineget_file_treeget_repo_outline+8 | 11 | <=2025-11-25 | 59/100 | D |
| 24 | claude-oracle-mcp Vvkmnn/claude-oracle-mcp browsesearchsources | 3 | 2026-07-28+ | 59/100 | D |
| 25 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 26 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 27 | devduck cagataycali/devduck add_commentfetch_github_toolinstall_tools+4 | 7 | 2026-07-28+ | 59/100 | D |
| 28 | fedramp-docs-mcp ethanolivertroy/fedramp-docs-mcp analyze_control_coveragediff_frmrfilter_by_impact+18 | 21 | 2026-07-28+ | 59/100 | D |
| 29 | git-mcp idosal/git-mcp fetch_documentationfetch_generic_url_contentsearch_repository_code+1 | 4 | 2026-07-28+ | 59/100 | D |
| 30 | 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 |
| 31 | hackathon-12-mcp-compliance grafana/hackathon-12-mcp-compliance get_controlget_control_evidence_guidanceget_control_family+3 | 6 | 2026-07-28+ | 59/100 | D |
| 32 | iconsnag andreas-deruiter/iconsnag get_icon_pngget_icon_svglist_sources+2 | 5 | 2026-07-28+ | 59/100 | D |
| 33 | kvm-pilot DustinTrap/kvm-pilot calibrate_mousecapabilitiesclassify_screen+21 | 24 | <=2025-11-25 | 59/100 | D |
| 34 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 35 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 36 | mcp-github-pr-issue-analyser saidsef/mcp-github-pr-issue-analyser get_repo_stars_sinceget_user_activities | 2 | 2026-07-28+ | 59/100 | D |
| 37 | 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 |
| 38 | modular-patchbay VictorGjn/modular-patchbay get_knowledge_contextindex_github_repoindex_knowledge_file+3 | 6 | 2026-07-28+ | 59/100 | D |
| 39 | reactbits-mcp-server ceorkm/reactbits-mcp-server get_componentget_component_demolist_categories+2 | 5 | 2026-07-28+ | 59/100 | D |
| 40 | repo-ctx osick/repo-ctx ctx-analyzectx-architecturectx-cycles+15 | 18 | 2026-07-28+ | 59/100 | D |
| 41 | review-flow DGouron/review-flow add_actioncomplete_agentget_threads+4 | 7 | <=2025-11-25 | 59/100 | D |
| 42 | search-mcp-server krzysztofkucmierz/search-mcp-server search_mcp_servers | 1 | 2026-07-28+ | 59/100 | D |
| 43 | softpack-mcp wtsi-hgi/softpack-mcp copy_packagecreate_pull_requestcreate_pypi_recipe+19 | 22 | <=2025-11-25 | 59/100 | D |
| 44 | taskr rhea-impact/taskr devlog_adddevlog_getdevlog_list+19 | 22 | 2026-07-28+ | 59/100 | D |
| 45 | veil ushiradineth/veil veil_buildveil_chunkveil_diagnostics+21 | 24 | 2025-06-18+ | 59/100 | D |
| 46 | EmbeDocs-MCP romiluz13/EmbeDocs-MCP mongodb-fetch-full-contextmongodb-mmr-searchmongodb-search+1 | 4 | 2026-07-28+ | 58/100 | D |
| 47 | MCPStackStudio ketanparikh1211/MCPStackStudio add_mcp_serverdelete_mcp_serverget_all+13 | 16 | 2026-07-28+ | 58/100 | D |
| 48 | Your-Claude-Code AIAnytime/Your-Claude-Code get_file_infolist_filesread_file+3 | 6 | 2026-07-28+ | 58/100 | D |
| 49 | deploystack deploystackio/deploystack batch_toggle_toolsget_installation_toolstoggle_tool | 3 | 2026-07-28+ | 58/100 | D |
| 50 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |