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281 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Github-MCP-Server mymadhavyadav07/Github-MCP-Server create_github_issuecreate_pull_request_with_branchget_file_content+2 | 5 | 2026-07-28+ | 59/100 | D |
| 2 |
| astllm-mcp tluyben/astllm-mcp get_file_outlineget_file_treeget_repo_outline+8 |
| 11 |
| <=2025-11-25 |
| 59/100 |
| D |
| 3 | claude-oracle-mcp Vvkmnn/claude-oracle-mcp browsesearchsources | 3 | 2026-07-28+ | 59/100 | D |
| 4 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 5 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 6 | dataflowr-tools dataflowr/dataflowr-tools check_quiz_answerget_course_overviewget_homework+17 | 20 | 2026-07-28+ | 59/100 | D |
| 7 | devduck cagataycali/devduck add_commentfetch_github_toolinstall_tools+4 | 7 | 2026-07-28+ | 59/100 | D |
| 8 | git-mcp idosal/git-mcp fetch_documentationfetch_generic_url_contentsearch_repository_code+1 | 4 | 2026-07-28+ | 59/100 | D |
| 9 | 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 |
| 10 | iconsnag andreas-deruiter/iconsnag get_icon_pngget_icon_svglist_sources+2 | 5 | 2026-07-28+ | 59/100 | D |
| 11 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 12 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 13 | mcp-github-pr-issue-analyser saidsef/mcp-github-pr-issue-analyser get_repo_stars_sinceget_user_activities | 2 | 2026-07-28+ | 59/100 | D |
| 14 | 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 |
| 15 | modular-patchbay VictorGjn/modular-patchbay get_knowledge_contextindex_github_repoindex_knowledge_file+3 | 6 | 2026-07-28+ | 59/100 | D |
| 16 | reactbits-mcp-server ceorkm/reactbits-mcp-server get_componentget_component_demolist_categories+2 | 5 | 2026-07-28+ | 59/100 | D |
| 17 | repo-ctx osick/repo-ctx ctx-analyzectx-architecturectx-cycles+15 | 18 | 2026-07-28+ | 59/100 | D |
| 18 | review-flow DGouron/review-flow add_actioncomplete_agentget_threads+4 | 7 | <=2025-11-25 | 59/100 | D |
| 19 | search-mcp-server krzysztofkucmierz/search-mcp-server search_mcp_servers | 1 | 2026-07-28+ | 59/100 | D |
| 20 | softpack-mcp wtsi-hgi/softpack-mcp copy_packagecreate_pull_requestcreate_pypi_recipe+19 | 22 | <=2025-11-25 | 59/100 | D |
| 21 | taskr rhea-impact/taskr devlog_adddevlog_getdevlog_list+19 | 22 | 2026-07-28+ | 59/100 | D |
| 22 | veil ushiradineth/veil veil_buildveil_chunkveil_diagnostics+21 | 24 | 2025-06-18+ | 59/100 | D |
| 23 | EmbeDocs-MCP romiluz13/EmbeDocs-MCP mongodb-fetch-full-contextmongodb-mmr-searchmongodb-search+1 | 4 | 2026-07-28+ | 58/100 | D |
| 24 | MCPStackStudio ketanparikh1211/MCPStackStudio add_mcp_serverdelete_mcp_serverget_all+13 | 16 | 2026-07-28+ | 58/100 | D |
| 25 | Your-Claude-Code AIAnytime/Your-Claude-Code get_file_infolist_filesread_file+3 | 6 | 2026-07-28+ | 58/100 | D |
| 26 | charla-mcp CenticMurcia/charla-mcp addalarmaconsultar-audiencia+21 | 24 | <=2025-11-25 | 58/100 | D |
| 27 | deploystack deploystackio/deploystack batch_toggle_toolsget_installation_toolstoggle_tool | 3 | 2026-07-28+ | 58/100 | D |
| 28 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 29 | enterprise-mcp-course decodingai-magazine/enterprise-mcp-course asana_create_taskasana_find_taskgithub_get_pull_request+8 | 11 | 2026-07-28+ | 58/100 | D |
| 30 | github-graphql-mcp-server QuentinCody/github-graphql-mcp-server github_execute_graphql | 1 | <=2025-11-25 | 58/100 | D |
| 31 | github-mcp-server-sse yamagai/github-mcp-server-sse create_or_update_filecreate_pull_requestcreate_pull_request_review+6 | 9 | 2026-07-28+ | 58/100 | D |
| 32 | github-pr-review-mcp jamesjfoong/github-pr-review-mcp add_pr_commentanalyze_pr_codeensure_pending_review+11 | 14 | 2026-07-28+ | 58/100 | D |
| 33 | helm-unittest-mcp mmpyro/helm-unittest-mcp clean_snapshotsdiff_snapshotget_rendered_debug_output+5 | 8 | 2025-06-18+ | 58/100 | D |
| 34 | mcp-mcp wojtyniak/mcp-mcp find_mcp_tool | 1 | <=2025-11-25 | 58/100 | D |
| 35 | mcp-observatory KryptosAI/mcp-observatory check_serverci_reportdiff_runs+10 | 13 | 2026-07-28+ | 58/100 | D |
| 36 | mcp-server serginator/mcp-server github_add_commentgithub_assign_copilotgithub_create_branch+28 | 31 | 2026-07-28+ | 58/100 | D |
| 37 | mcp_server_poc c200bzh/mcp_server_poc browse_repoget_fileget_readme+3 | 6 | 2026-07-28+ | 58/100 | D |
| 38 | sushimcp maverickg59/sushimcp fetch_llms_txtfetch_openapi_specgithub_issues+4 | 7 | <=2025-11-25 | 58/100 | D |
| 39 | synapse-mcp-server kmmuntasir/synapse-mcp-server get_file_infolist_directorylist_mounted_resources+2 | 5 | 2026-07-28+ | 58/100 | D |
| 40 | testigo-recall-mcp testigo-recall/testigo-recall-mcp get_component_impactget_module_factsget_recent_changes+3 | 6 | <=2025-11-25 | 58/100 | D |
| 41 | toss-mcp chabinhwang/toss-mcp list_example_summarieslist_sourcessearch_docs+3 | 6 | <=2025-11-25 | 58/100 | D |
| 42 | yashpatil582.github.io yashpatil582/yashpatil582.github.io get_repo_metadatalist_repo_treeread_file+1 | 4 | 2026-07-28+ | 58/100 | D |
| 43 | Documentation-mcp-server RandellB-Ritense/Documentation-mcp-server writeDocumentation | 1 | 2026-07-28+ | 57/100 | D |
| 44 | MPM-Coding halflifezyf2680/MPM-Coding check_updatecode_impactcode_search+9 | 12 | 2025-06-18+ | 57/100 | D |
| 45 | P2-Knowledge-Base-MCP ironsheep/P2-Knowledge-Base-MCP p2kb_findp2kb_getp2kb_obex_download+4 | 7 | 2026-07-28+ | 57/100 | D |
| 46 | RLM-Agent byBasiliosP/RLM-Agent memory_forgetmemory_getmemory_lookup+6 | 9 | <=2025-11-25 | 57/100 | D |
| 47 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 48 | babylon-mcp immersiveidea/babylon-mcp get_babylon_docget_babylon_sourcesearch_babylon_api+3 | 6 | 2026-07-28+ | 57/100 | D |
| 49 | claude-slack-bridge tomeraitz/claude-slack-bridge ask_on_slacknotify_on_slack | 2 | <=2025-11-25 | 57/100 | D |
| 50 | co-task-mcp crmitchelmore/co-task-mcp multitasker_cancelmultitasker_cleanupmultitasker_list+3 | 6 | 2026-07-28+ | 57/100 | D |