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5,885 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2501 | dataflow-mcp dataflow-operator/dataflow-mcp generate_dataflow_manifestlist_dataflow_connectorslist_dataflow_transformations+2 | 5 | 2026-07-28+ |
| 51/100 |
| D |
| 2502 | db-mcp neverinfamous/db-mcp sqlite_cascade_simulatorsqlite_dependency_graphsqlite_spatialite_create_table+15 | 18 | 2025-06-18+ | 51/100 | D |
| 2503 | dynamic-ui-canvas the-ansible/dynamic-ui-canvas acknowledge_eventacknowledge_eventscreate_action+10 | 13 | 2026-07-28+ | 51/100 | D |
| 2504 | email-mcp TimeCyber/email-mcp configure_email_serverget_email_contentget_recent_emails+3 | 6 | 2026-07-28+ | 51/100 | D |
| 2505 | engram bmbnexus/engram engram_feedbackengram_forgetengram_list+3 | 6 | 2026-07-28+ | 51/100 | D |
| 2506 | ensoul liuxiaotong/ensoul bashcheck_meetingcheck_task+14 | 17 | 2026-07-28+ | 51/100 | D |
| 2507 | epic-mcp epicweb-dev/epic-mcp find_userget_user_notes | 2 | <=2025-11-25 | 51/100 | D |
| 2508 | flyto-core flytohub/flyto-core ai.toolai.tool_template | 2 | 2026-07-28+ | 51/100 | D |
| 2509 | gists-mcp-server bmorphism/gists-mcp-server create_gistdelete_gistget_gist+2 | 5 | 2026-07-28+ | 51/100 | D |
| 2510 | git-mcp-server-rust QiuZH001/git-mcp-server-rust git_branchgit_changelog_analyzegit_checkout+3 | 6 | 2026-07-28+ | 51/100 | D |
| 2511 | github-issue-mcp-server HeatherFlux/github-issue-mcp-server create_issue | 1 | 2026-07-28+ | 51/100 | D |
| 2512 | github-mcp HautechAI/github-mcp cancel_workflow_runget_issueget_pr_diff+28 | 31 | 2025-06-18+ | 51/100 | D |
| 2513 | github-mcp-server Ryanpatrickwhiting/github-mcp-server create_issuecreate_or_update_filecreate_pull_request+3 | 6 | 2026-07-28+ | 51/100 | D |
| 2514 | github-mcp-server esprajwol/github-mcp-server get_commits | 1 | 2026-07-28+ | 51/100 | D |
| 2515 | github-projects-mcp redducklabs/github-projects-mcp execute_custom_project_queryget_organization_projectsget_project+4 | 7 | <=2025-11-25 | 51/100 | D |
| 2516 | gmail-mcp PranavMishra28/gmail-mcp send_email | 1 | 2025-06-18+ | 51/100 | D |
| 2517 | gmail-mcp-server glrta/gmail-mcp-server create_draft_replyget_reply_contextget_unread_emails | 3 | <=2025-11-25 | 51/100 | D |
| 2518 | gst-mcp-server lapog1991/gst-mcp-server compare_productsget_rate_by_hsnsearch_hsn | 3 | 2026-07-28+ | 51/100 | D |
| 2519 | hindsight-mcp Rbfinch/hindsight-mcp hindsight_activity_summaryhindsight_commit_detailshindsight_failing_tests+3 | 6 | <=2025-11-25 | 51/100 | D |
| 2520 | ico-mcp DarkhorseOne/ico-mcp getAllDataVersionsgetCurrentDataVersiongetRegistrationByNumber+4 | 7 | <=2025-11-25 | 51/100 | D |
| 2521 | index-mcp mosif16/index-mcp context_bundleindex_statusingest_codebase+3 | 6 | <=2025-11-25 | 51/100 | D |
| 2522 | inked coldielb/inked readwrite | 2 | 2026-07-28+ | 51/100 | D |
| 2523 | k0rdent-mcp-server randybias/k0rdent-mcp-server delete_deploymentdeploy_appdescribe_app+6 | 9 | <=2025-11-25 | 51/100 | D |
| 2524 | kiboserve D10S0VSkY-OSS/kiboserve asksummarize | 2 | <=2025-11-25 | 51/100 | D |
| 2525 | l1mbo Pritz395/l1mbo limbo_add_serverlimbo_analyze_serverslimbo_check+12 | 15 | <=2025-11-25 | 51/100 | D |
| 2526 | langchain4j-mcp gilles-gardet/langchain4j-mcp fetchAllPeoplefetchPeopleByCountryfetchPeopleByName+5 | 8 | 2026-07-28+ | 51/100 | D |
| 2527 | langgraph-mcp-agents teddynote-lab/langgraph-mcp-agents get_current_timeget_weatherget_weather+1 | 4 | 2026-07-28+ | 51/100 | D |
| 2528 | liquid ertad-family/liquid liquid_connectliquid_discoverliquid_estimate+5 | 8 | 2025-06-18+ | 51/100 | D |
| 2529 | llamaindex-mcp Vignesh010101/llamaindex-mcp add_dataread_data | 2 | 2026-07-28+ | 51/100 | D |
| 2530 | llm-functions sigoden/llm-functions add_todoclear_todosdel_todo+11 | 14 | 2026-07-28+ | 51/100 | D |
| 2531 | mcp-RAGON sgtdali/mcp-RAGON search_knowledge_base | 1 | 2026-07-28+ | 51/100 | D |
| 2532 | mcp-android-playstore-deploy hitoshura25/mcp-android-playstore-deploy analyze_android_projectcreate_github_secrets_guidegenerate_github_workflow+6 | 9 | 2026-07-28+ | 51/100 | D |
| 2533 | mcp-chatgpt-responses billster45/mcp-chatgpt-responses ask_chatgptask_chatgpt_with_web_search | 2 | <=2025-11-25 | 51/100 | D |
| 2534 | mcp-codebase-rag allentcm/mcp-codebase-rag get_file_contentget_filessearch_codebase | 3 | 2026-07-28+ | 51/100 | D |
| 2535 | mcp-constraint-monitor fwornle/mcp-constraint-monitor check_constraintsget_constraint_statusget_violation_history+1 | 4 | <=2025-11-25 | 51/100 | D |
| 2536 | mcp-examples iammasariya/mcp-examples addanalyze_repositorycalculate_expression+21 | 24 | 2026-07-28+ | 51/100 | D |
| 2537 | mcp-eyes-8k groxaxo/mcp-eyes-8k examine_image | 1 | 2026-07-28+ | 51/100 | D |
| 2538 | mcp-gateway docker/mcp-gateway | 0 | 2026-07-28+ | 51/100 | D |
| 2539 | mcp-java-server msmiths/mcp-java-server crawlextractmap+1 | 4 | 2026-07-28+ | 51/100 | D |
| 2540 | mcp-python-tutorial jhj0517/mcp-python-tutorial create_postcreate_usersearch_posts | 3 | 2026-07-28+ | 51/100 | D |
| 2541 | mcp-research-server-on-EC2 CyprianFusi/mcp-research-server-on-EC2 delete_research_topicdelete_research_topicget_topic_info+7 | 10 | 2026-07-28+ | 51/100 | D |
| 2542 | mcp-security-scanner rohitdhamija/mcp-security-scanner scan_directorysmart_scanvalidate_key | 3 | 2026-07-28+ | 51/100 | D |
| 2543 | mcp-server Andy-Corrigan-98/mcp-server configuration_categoriesconfiguration_getconfiguration_list+5 | 8 | 2026-07-28+ | 51/100 | D |
| 2544 | mcp-server-chatsum chatmcp/mcp-server-chatsum query_chat_messages | 1 | 2026-07-28+ | 51/100 | D |
| 2545 | mcp-server-database kogunlowo123/mcp-server-database describe_tableexecute_migrationget_schema+3 | 6 | 2026-07-28+ | 51/100 | D |
| 2546 | mcp-server-fetch-python tatn/mcp-server-fetch-python get-markdownget-markdown-from-mediaget-raw-text+1 | 4 | 2026-07-28+ | 51/100 | D |
| 2547 | mcp-spring-demo jonghough/mcp-spring-demo create_appointmentdelete_appointment | 2 | 2026-07-28+ | 51/100 | D |
| 2548 | mcp-sqlite cnosuke/mcp-sqlite create_tabledescribe_tablelist_tables+2 | 5 | <=2025-11-25 | 51/100 | D |
| 2549 | mcp-streamlit talrejanikhil/mcp-streamlit get_alertsget_forecast | 2 | 2026-07-28+ | 51/100 | D |
| 2550 | mcp-tools dlightyupgrade/mcp-tools check_tool_requirementsechoget_system_info+1 | 4 | <=2025-11-25 | 51/100 | D |