Agents, skills and MCP radar: MCP servers

Momentum based on available 7-day snapshots for Agents, skills and MCP: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.

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Tool ranking

Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

  1. 1

    MCP
    Active

    Grounding/hallucination guard: verify a claim against evidence (Supported/Refuted/NEE).

    ↓ 13 downloads/weekJavaScript

      mcpmeasured growthOpen source ↗

      Install claude mcp add eleata-verify-mcp -- npx eleata-verify-mcp

      1GitHub stars+1
    • 2

      MCP
      Abandoned

      An MCP server that provides PDF translation service

      ↓ 6 downloads/weekPythonLicense: NOASSERTION

        mcpmeasured growthOpen source ↗

        Install claude mcp add huoshui-pdf-translator -- uvx huoshui-pdf-translator

        1GitHub stars+1
      • 3

        MCP
        Active

        Live ArduPilot control over MAVLink: state, params, modes, prearm diagnosis, gated arm. SITL-first.

        ↓ 20 downloads/weekPythonLicense: MIT

          mcpmeasured growthOpen source ↗

          Install claude mcp add ardupilot-mavlink-mcp -- uvx ardupilot-mavlink-mcp

          1GitHub starsstable
        • 4

          MCP
          Dormant

          Oracle for AI agents. One tool, one reading. 3 free, then $0.025 USDC via x402.

          ↓ 10 downloads/weekPythonLicense: NOASSERTION

            mcpmeasured growthOpen source ↗

            Install claude mcp add pythia-oracle -- uvx pythia-oracle

            1GitHub starsstable
          • 5

            MCP
            Dormant

            Control mpv media player — playback, playlists, YouTube streaming, and downloads.

            ↓ 18 downloads/weekTypeScript

              mcpmeasured growthOpen source ↗

              Install claude mcp add mpv-mcp-server -- npx mpv-mcp-server

              1GitHub starsstable
            • 6

              MCP
              Dormant

              Multi-step DeFi strategy orchestration — swaps, lending, yields on Base/EVM

              ↓ 9 downloads/weekTypeScript

                mcpmeasured growthOpen source ↗

                Install claude mcp add defi-orchestrator -- npx @thryx/defi-orchestrator-mcp-server

                1GitHub starsstable
              • 7

                MCP
                Dormant

                Post-tx outcome verification via LLM-as-judge. Zero Core Verify.

                ↓ 9 downloads/weekTypeScript

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add zero-core-verify -- npx @meltingpixels/zero-core-verify

                  1GitHub starsstable
                • 8

                  MCP
                  Dormant

                  The most complete MCP server for n8n — 43 tools for workflows, data tables, and more.

                  ↓ 18 downloads/weekJavaScriptLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add mcp-n8n -- npx @nextoolsolutions/mcp-n8n

                    1GitHub starsstable
                  • 9

                    MCP
                    Dormant

                    Comprehensive MCP server for the Robokassa payment gateway (18 tools, full API coverage).

                    ↓ 9 downloads/weekPythonLicense: MIT

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add robokassa-mcp -- uvx robokassa-mcp

                      1GitHub starsstable
                    • 10

                      MCP
                      Active

                      MCP server for humanizing and rewriting text with the Ryter Pro API.

                      ↓ 9 downloads/weekPythonLicense: NOASSERTION

                        mcpmeasured growthOpen source ↗

                        Install claude mcp add ryterpro-mcp -- uvx ryterpro-mcp

                        1GitHub starsstable
                      • 11

                        MCP
                        Dormant

                        An MCP server that provides Email, Phone and Address Validation Services from Byteplant

                        ↓ 8 downloads/weekPython

                          mcpmeasured growthOpen source ↗

                          Install claude mcp add byteplant-mcp -- uvx byteplant-mcp

                          1GitHub starsstable
                        • 12

                          MCP
                          Dormant

                          Smart contract security scanner — vulnerabilities, risk scores, and calldata decoding

                          ↓ 17 downloads/weekTypeScript

                            mcpmeasured growthOpen source ↗

                            Install claude mcp add contract-scanner -- npx @thryx/contract-scanner-mcp-server

                            1GitHub starsstable
                          • 13

                            MCP
                            Dormant

                            An MCP server providing zero-shot object detection and segmentation using Ultralytics YOLOE.

                            ↓ 8 downloads/weekPython

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add mcp-yolo -- uvx mcp-yolo

                              1GitHub starsstable
                            • 14

                              MCP
                              Dormant

                              Impact preview for AI agents - see what changes before any action executes.

                              ↓ 20 downloads/weekPythonLicense: MIT

                                mcpmeasured growthOpen source ↗

                                Install claude mcp add impact-preview -- uvx impact-preview

                                1GitHub starsstable
                              • 15

                                MCP
                                Dormant

                                Agent spending management with budget tracking, ROI analysis, and spend approval.

                                ↓ 6 downloads/weekTypeScript

                                  mcpmeasured growthOpen source ↗

                                  Install claude mcp add harvey-budget -- npx @meltingpixels/harvey-budget

                                  1GitHub starsstable
                                • 16

                                  MCP
                                  Dormant

                                  This package is intended for demonstration only. Maintained by JFrog Security.

                                  ↓ 17 downloads/weekTypeScript

                                    mcpmeasured growthOpen source ↗

                                    Install claude mcp add node-runtime -- npx @mcp-protocol/node-runtime

                                    1GitHub starsstable
                                  • 17

                                    MCP
                                    Active

                                    MCP server to read Verso-generated documentation sites (e.g., the Lean Language Reference).

                                    ↓ 5 downloads/weekPythonLicense: Apache-2.0

                                      mcpmeasured growthOpen source ↗

                                      Install claude mcp add verso -- uvx verso-mcp

                                      1GitHub starsstable
                                    • 18

                                      MCP
                                      Active

                                      Earn FLAT tokens (CPI-pegged stablecoin) by completing bounties. No wallet required.

                                      ↓ 21 downloads/weekJavaScriptLicense: MIT

                                        mcpmeasured growthOpen source ↗

                                        Install claude mcp add flatcash -- npx flatcash-mcp

                                        1GitHub starsstable
                                      • 19

                                        MCP
                                        Active

                                        MCP server for Sublime Text 4. Lets AI coding agents read and control a running ST instance.

                                        ↓ 0 downloads/weekPythonLicense: MIT

                                          mcpmeasured growthOpen source ↗

                                          Install claude mcp add sublime-mcp -- uvx sublime-mcp

                                          1GitHub starsstable
                                        • 20

                                          MCP
                                          Dormant

                                          Query live prop firm discount codes, compare firms, and find cheapest funded trading challenges.

                                          ↓ 17 downloads/weekJavaScriptLicense: MIT

                                            mcpmeasured growthOpen source ↗

                                            Install claude mcp add propfirmdealfinder -- npx propfirmdealfinder-mcp-server

                                            1GitHub starsstable
                                          • 21

                                            MCP
                                            Active

                                            Manage Kaiten spaces, boards, cards, comments, and tags with compact MCP responses.

                                            ↓ 20 downloads/weekPythonLicense: MIT

                                              mcpmeasured growthOpen source ↗

                                              Install claude mcp add kaiten-mcp -- uvx kaiten-mcp

                                              1GitHub starsstable
                                            • 22

                                              MCP
                                              Dormant

                                              MCP server for Razorpay API.

                                              ↓ 13 downloads/weekTypeScript

                                                mcpmeasured growthOpen source ↗

                                                Install claude mcp add razorpay -- npx @indiamcp/razorpay-mcp

                                                1GitHub starsstable
                                              • 23

                                                MCP
                                                Dormant

                                                50 tools to manage Rundeck jobs, executions, projects, nodes, and system via MCP

                                                ↓ 20 downloads/weekTypeScriptLicense: Apache-2.0

                                                  mcpmeasured growthOpen source ↗

                                                  Install claude mcp add rundeck-mcp-server -- npx rundeck-mcp-server

                                                  1GitHub starsstable
                                                • 24

                                                  MCP
                                                  Active

                                                  MCP server for what LLMs get wrong: exact hashes, real randomness, and Korean rules.

                                                  ↓ 19 downloads/weekTypeScriptLicense: MIT

                                                    mcpmeasured growthOpen source ↗

                                                    Install claude mcp add karmolab-mcp -- npx karmolab-mcp

                                                    1GitHub starsstable
                                                  • 25

                                                    MCP
                                                    Dormant

                                                    Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps, multi-cluster.

                                                    ↓ 17 downloads/weekTypeScriptLicense: MIT

                                                      mcpmeasured growthOpen source ↗

                                                      Install claude mcp add k8scortex-mcp -- npx k8scortex-mcp

                                                      1GitHub starsstable