Loading ToolBench
419 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture |
|---|
| Score |
|---|
| Grade |
|---|
| 1 | aws-open-data-mcp domdomegg/aws-open-data-mcp get_datasetsearch_datasets | 2 | 2025-06-18+ | 78/100 | B |
| 2 | bookstack-mcp bees-roadhouse/bookstack-mcp create_pagedelete_pagedirectory+9 | 12 | <=2025-11-25 | 78/100 | B |
| 3 | idea-reality-mcp mnemox-ai/idea-reality-mcp idea_check | 1 | 2026-07-28+ | 77/100 | B |
| 4 | Lynkr Fast-Editor/Lynkr BashEditGlob+8 | 11 | <=2025-11-25 | 76/100 | B |
| 5 | agenticore The-Cloud-Clock-Work/agenticore agent_completionscancel_jobexecute_plan+6 | 9 | 2026-07-28+ | 76/100 | B |
| 6 | fleet-mcp karmine05/fleet-mcp get_aggregate_platformsget_endpointsget_fleets+16 | 19 | <=2025-11-25 | 75/100 | B |
| 7 | spm-search-mcp detailobsessed/spm-search-mcp get_package_readmelist_search_filterssearch_swift_packages | 3 | <=2025-11-25 | 75/100 | B |
| 8 | tiger-gh-mcp-server timescale/tiger-gh-mcp-server find_reposget_issueget_pull_request+5 | 8 | 2025-06-18+ | 75/100 | B |
| 9 | utility-mcp-server realmcpservers/utility-mcp-server generate_release_notes | 1 | 2026-07-28+ | 75/100 | B |
| 10 | dartwork-mpl dartworklabs/dartwork-mpl fetch_github_documentget_color_valuemix_colors | 3 | 2026-07-28+ | 74/100 | B |
| 11 | github-projects-mcp Lexmata/github-projects-mcp add_draft_issueadd_existing_issuecreate_field+14 | 17 | 2026-07-28+ | 74/100 | B |
| 12 | mcp-rust-docs-embed 0xDAEF0F/mcp-rust-docs-embed check_embed_statusembed_repoquery_embeddings | 3 | <=2025-11-25 | 74/100 | B |
| 13 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 14 | github-mcp-server guangxiangdebizi/github-mcp-server analyze_repository_structureread_repository_file | 2 | 2026-07-28+ | 72/100 | B |
| 15 | grepai yoanbernabeu/grepai grepai_index_statusgrepai_list_projectsgrepai_list_workspaces+11 | 14 | 2026-07-28+ | 72/100 | B |
| 16 | paradigm-memory infinition/paradigm-memory memory_create_nodememory_deletememory_delete_node+22 | 25 | 2026-07-28+ | 72/100 | B |
| 17 | Graft trailhq/Graft graft_check_freshnessgraft_file_apigraft_find_all+3 | 6 | 2026-07-28+ | 71/100 | B |
| 18 | Skill_Seekers yusufkaraaslan/Skill_Seekers generate_configlist_configsvalidate_config | 3 | 2026-07-28+ | 71/100 | B |
| 19 | contextplus ForLoopCodes/contextplus add_interlinked_contextcreate_relationget_blast_radius+14 | 17 | <=2025-11-25 | 71/100 | B |
| 20 | fastapi-docs-mcp jaredthivener/fastapi-docs-mcp compare_fastapi_approachesget_fastapi_best_practicesget_fastapi_docs+3 | 6 | <=2025-11-25 | 71/100 | B |
| 21 | git-filter-repo-mcp zacala1/git-filter-repo-mcp analyze_historychange_authorchange_commit_dates+19 | 22 | <=2025-11-25 | 71/100 | B |
| 22 | github-projectpulse-mcp alexbypa/github-projectpulse-mcp analyze_code_scanninganalyze_dependenciescheck_ci_status+4 | 7 | 2025-06-18+ | 71/100 | B |
| 23 | mcp-github-issues token-brain/mcp-github-issues add_issue_commentalivecreate_issue+9 | 12 | 2026-07-28+ | 71/100 | B |
| 24 | mcp-pentest Vasang123/mcp-pentest get_nmap_statusstart_nmap_job | 2 | 2026-07-28+ | 71/100 | B |
| 25 | mcp-server MassimilianoPili/mcp-server api_getapi_healthapi_post+6 | 9 | 2026-07-28+ | 71/100 | B |
| 26 | mcphub-api Tenormusica2024/mcphub-api get_health_historyget_serverget_usage+7 | 10 | 2026-07-28+ | 71/100 | B |
| 27 | pt-edge grahamrowe82/pt-edge aboutattack_chaincve_lookup+14 | 17 | 2026-07-28+ | 71/100 | B |
| 28 | vynix-mcp UseVynix/vynix-mcp add_commentcreate_github_issuecreate_share_link+14 | 17 | 2025-06-18+ | 71/100 | B |
| 29 | LLM-MCP ranjanjyoti152/LLM-MCP auto_extract_preferencescleanup_expired_memoriescompact_context+26 | 29 | 2026-07-28+ | 70/100 | B |
| 30 | Tiburcio JoaoMorais03/Tiburcio getArchitecturegetChangeSummarygetFileContext+9 | 12 | 2026-07-28+ | 70/100 | B |
| 31 | devflow-ai being-bilal/devflow-ai chat_with_agentcreate_calendar_eventcreate_dev_task+19 | 22 | 2026-07-28+ | 70/100 | B |
| 32 | AIDA Vasco0x4/AIDA add_cardcreate_assessmentlist_assessments+3 | 6 | 2026-07-28+ | 59/100 | D |
| 33 | CodeRAG maciek-O-digiaidev/CodeRAG coderag_backlogcoderag_contextcoderag_docs+3 | 6 | 2026-07-28+ | 59/100 | D |
| 34 | Exegol-MCP ThePorgs/Exegol-MCP download_imageexecute_command_in_containerexecute_remote_command+8 | 11 | 2026-07-28+ | 59/100 | D |
| 35 | Github-MCP-Server mymadhavyadav07/Github-MCP-Server create_github_issuecreate_pull_request_with_branchget_file_content+2 | 5 | 2026-07-28+ | 59/100 | D |
| 36 | MCP-Server-Docker minopeef/MCP-Server-Docker build_imagecreate_containercreate_network+16 | 19 | <=2025-11-25 | 59/100 | D |
| 37 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 38 | astllm-mcp tluyben/astllm-mcp get_file_outlineget_file_treeget_repo_outline+8 | 11 | <=2025-11-25 | 59/100 | D |
| 39 | claude-code-tool-manager tylergraydev/claude-code-tool-manager assign_mcp_to_projectcall_mcp_toolcreate_hook+26 | 29 | <=2025-11-25 | 59/100 | D |
| 40 | claude-oracle-mcp Vvkmnn/claude-oracle-mcp browsesearchsources | 3 | 2026-07-28+ | 59/100 | D |
| 41 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 42 | code-sandbox-mcp timlikesai/code-sandbox-mcp execute_codereset_sessionvalidate_code | 3 | 2026-07-28+ | 59/100 | D |
| 43 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 44 | devduck cagataycali/devduck add_commentfetch_github_toolinstall_tools+4 | 7 | 2026-07-28+ | 59/100 | D |
| 45 | dotnet-docker-kali-mcp-server timsonner/dotnet-docker-kali-mcp-server kali-container-restartkali-container-statuskali-container-stop+1 | 4 | <=2025-11-25 | 59/100 | D |
| 46 | fedramp-docs-mcp ethanolivertroy/fedramp-docs-mcp analyze_control_coveragediff_frmrfilter_by_impact+18 | 21 | 2026-07-28+ | 59/100 | D |
| 47 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 48 | git-mcp idosal/git-mcp fetch_documentationfetch_generic_url_contentsearch_repository_code+1 | 4 | 2026-07-28+ | 59/100 | D |
| 49 | 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 |
| 50 | hackathon-12-mcp-compliance grafana/hackathon-12-mcp-compliance get_controlget_control_evidence_guidanceget_control_family+3 | 6 | 2026-07-28+ | 59/100 | D |