Loading ToolBench
739 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | ai-coding-mcp kevinten-ai/ai-coding-mcp analyze_codebasediagnose_errorgenerate_code+23 | 26 | <=2025-11-25 | 48/100 | F |
| 52 | ai-concepts dilumdarshana/ai-concepts convertCurrencygetDatabaseSchemaqueryDatabase | 3 | 2026-07-28+ |
| 48/100 |
| F |
| 53 | ai-devtools-hw3-a Dannycesp/ai-devtools-hw3-a addscrape_websearch_documentation | 3 | 2026-07-28+ | 48/100 | F |
| 54 | dynamo-mcp ruvnet/dynamo-mcp add_templatecreate_projectdiscover_templates+7 | 10 | <=2025-11-25 | 48/100 | F |
| 55 | easemob-doc-mcp dujiepeng/easemob-doc-mcp get_document_contentlist_documentssearch_knowledge_base+1 | 4 | <=2025-11-25 | 48/100 | F |
| 56 | fastfs-mcp aj-geddes/fastfs-mcp fastfs_cdfastfs_grepfastfs_ls+39 | 42 | 2026-07-28+ | 48/100 | F |
| 57 | fluent-copilot-mcp yyy11452/fluent-copilot-mcp create_issuecreate_pull_requestcreate_repository+3 | 6 | 2026-07-28+ | 48/100 | F |
| 58 | git-mcp-rs srpipoca504/git-mcp-rs get_changelogget_file_contentget_file_tree+2 | 5 | <=2025-11-25 | 48/100 | F |
| 59 | github-actions-mcp tibbon/github-actions-mcp cancel_workflow_rundownload_artifactget_artifact+9 | 12 | 2026-07-28+ | 48/100 | F |
| 60 | github-mcp aniketsingh98571/github-mcp getRepogetUserupdateRepoName | 3 | 2026-07-28+ | 48/100 | F |
| 61 | github-mcp-server ParasSolanki/github-mcp-server get_issueget_pull_requestlist_repositories_issues+8 | 11 | 2026-07-28+ | 48/100 | F |
| 62 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 63 | langchain-mcp-server LiteObject/langchain-mcp-server get_api_referenceget_github_examplesget_latest_version+3 | 6 | <=2025-11-25 | 48/100 | F |
| 64 | marktoflow marktoflow/marktoflow core.logcore.writeFileworkflow.fail+5 | 8 | <=2025-11-25 | 48/100 | F |
| 65 | mcp-discovery yksanjo/mcp-discovery compare_serversdiscover_mcp_serverget_server_metrics+1 | 4 | 2026-07-28+ | 48/100 | F |
| 66 | mcp-easy-installer onigetoc/mcp-easy-installer install_mcp_serverrepair_mcp_serversearch_mcp_server+1 | 4 | <=2025-11-25 | 48/100 | F |
| 67 | mcp-examples saipanyam/mcp-examples adaptive_workflowanalyze_dataanalyze_research_data+22 | 25 | 2026-07-28+ | 48/100 | F |
| 68 | mcp-github shuakami/mcp-github createBranchcreateIssuecreateOrUpdateFile+27 | 30 | 2026-07-28+ | 48/100 | F |
| 69 | mcp-server Yocoolab/mcp-server add_thread_messageai_analyze_pagecreate_pr+17 | 20 | 2026-07-28+ | 48/100 | F |
| 70 | mcp-server-github-agent flan02/mcp-server-github-agent analyze_file_changesget_pr_templatesget_recent_actions_events+3 | 6 | 2026-07-28+ | 48/100 | F |
| 71 | mcp-server-performance-review-data kfischer-okarin/mcp-server-performance-review-data list_user_pull_request_activity | 1 | 2026-07-28+ | 48/100 | F |
| 72 | mcp_server_context7 jussker/mcp_server_context7 clone_repositorydownload_documentationget_library_info+2 | 5 | 2026-07-28+ | 48/100 | F |
| 73 | multi-platform-mcp-kb j584lee98/multi-platform-mcp-kb get_channel_historyget_file_contentget_thread_replies+12 | 15 | 2026-07-28+ | 48/100 | F |
| 74 | my-first-mcp sethdavis512/my-first-mcp bug_predictorcode_roastercodify+6 | 9 | 2026-07-28+ | 48/100 | F |
| 75 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 76 | obsidian-github-mcp Hint-Services/obsidian-github-mcp analyzeVaultStructurediagnoseSearchgetCommitHistory+6 | 9 | 2026-07-28+ | 48/100 | F |
| 77 | opencode-studio Microck/opencode-studio activate_auth_profileauth_loginauth_logout+21 | 24 | <=2025-11-25 | 48/100 | F |
| 78 | osaurus osaurus-ai/osaurus hello_world | 1 | 2026-07-28+ | 48/100 | F |
| 79 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 80 | playwright-ai-integration chrisminnick/playwright-ai-integration click_elementclose_browserfill_input+9 | 12 | 2026-07-28+ | 48/100 | F |
| 81 | pr-mcp-server valentin-harrang/pr-mcp-server analyze_branchcreate_prcreate_pr_complete+5 | 8 | 2026-07-28+ | 48/100 | F |
| 82 | prow-mcp-server redhat-community-ai-tools/prow-mcp-server diagnose_periodic_failuresdiagnose_pr_build_statusdiagnose_pr_failures+11 | 14 | <=2025-11-25 | 48/100 | F |
| 83 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 84 | siril-mcp taco-ops/siril-mcp check_project_structurecheck_siril_versiondownload_latest_ssf_scripts+3 | 6 | <=2025-11-25 | 48/100 | F |
| 85 | skill-ninja-mcp-server aktsmm/skill-ninja-mcp-server skillNinja_addSourceskillNinja_installskillNinja_list+6 | 9 | 2026-07-28+ | 48/100 | F |
| 86 | sqlite-memory-mcp RMANOV/sqlite-memory-mcp add_observationsassess_contextbridge_pull+31 | 34 | <=2025-11-25 | 48/100 | F |
| 87 | taskbeacon-mcp TaskBeacon/taskbeacon-mcp build_taskdownload_tasklist_tasks+2 | 5 | 2026-07-28+ | 48/100 | F |
| 88 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 89 | web-researcher-mcp zoharbabin/web-researcher-mcp academic_searchaudit_bibliographycitation_graph+12 | 15 | 2026-07-28+ | 48/100 | F |
| 90 | AITreasureBox superiorlu/AITreasureBox add_reposfetch_reposget_repo_info+6 | 9 | 2026-07-28+ | 47/100 | F |
| 91 | CanvasMCPClient n00bvn/CanvasMCPClient call_mcp_toolconnect_mcp_servercreate_mcp_server+12 | 15 | 2026-07-28+ | 47/100 | F |
| 92 | FastSkills nj19257/FastSkills install_cloud_skilllist_skillssearch_cloud_skills | 3 | 2026-07-28+ | 47/100 | F |
| 93 | GITHUB-MCP-SERVER Harshit-123-kasaundhan/GITHUB-MCP-SERVER analyze_repo_healthcomment_on_prcreate_issue+2 | 5 | <=2025-11-25 | 47/100 | F |
| 94 | GitHub-Security-MCP-Server RickardHF/GitHub-Security-MCP-Server create-new-branchcreate-new-pull-requestcreate-security-issue+7 | 10 | 2026-07-28+ | 47/100 | F |
| 95 | Github-MCP-Server relix23/Github-MCP-Server create_github_issuecreate_pull_request_with_branchget_file_content+2 | 5 | 2026-07-28+ | 47/100 | F |
| 96 | MCP-Server-App ovokpus/MCP-Server-App create_quote_cardcreate_social_postget_slide_image+7 | 10 | 2026-07-28+ | 47/100 | F |
| 97 | Nimbus nimbus-agent/Nimbus assessImpactbrowser_clickbrowser_navigate+11 | 14 | <=2025-11-25 | 47/100 | F |
| 98 | RagThisCode ValerianRey/RagThisCode similarity_search | 1 | 2026-07-28+ | 47/100 | F |
| 99 | agent_skills_directory dmgrok/agent_skills_directory aggregate_catalogcache_cleanconfig+13 | 16 | 2026-07-28+ | 47/100 | F |
| 100 | agentaudit-cli agentaudit-dev/agentaudit-cli audit_packagecheck_packagediscover_servers+1 | 4 | 2026-07-28+ | 47/100 | F |