MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 1 hour, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45951 |
A managed AI marketing agent that plugs into all your AI tools. Ask about your …
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| 45952 |
Integration Quest
Claim
Enables playing a Workato-themed text-based RPG through MCP tools, allowing use…
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| 45953 |
Rally MCP Server
Claim
An MCP server that provides AI assistants with tools for Mercado Libre and Shop…
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| 45954 |
Sales MCP Server
Claim
Enables users to query enterprise sales data from a local SQLite database and i…
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| 45955 |
macos-control-mcp
Claim
Give AI agents eyes and hands on macOS.
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| 45956 |
MCP Shopify Admin Server
Claim
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
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| 45957 |
sflight-mcp
Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
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| 45958 |
MCP Security Tools Suite
Claim
Enables ethical security testing and attack surface management through SSL cert…
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| 45959 |
Monitors and analyzes GitHub repository health by detecting stale branches, old…
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| 45960 |
D-Tools MCP Server
Claim
A production-ready MCP server that connects AI assistants to the D-Tools System…
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| 45961 |
elevenlabs-call-mcp
Claim
Enables Poke to place real outbound phone calls using ElevenLabs Conversational…
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| 45962 |
seven-mcp
Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
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| 45963 |
context-diamond
Claim
Enables LLM agents to compress handoffs into structured, auditable context caps…
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| 45964 |
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
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| 45965 |
Haloscan MCP Server
Claim
Enables SEO analysis by interacting with the Haloscan API, providing keyword re…
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| 45966 |
mcp-db-server
Claim
Enables querying PostgreSQL and MySQL databases using natural language, with RE…
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| 45967 |
soc2-compliance-ai-mcp
Claim
MCP server for soc2 compliance ai. Features assess trust principles, control ga…
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| 45968 |
OpenClaw MCP Server
Claim
Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport…
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| 45969 |
Context Pilot
Claim
MCP server providing persistent, searchable memory management for AI workflows,…
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| 45970 |
vault-memory
Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
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| 45971 |
document-to-json-mcp
Claim
Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, …
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| 45972 |
ffdecmcp
Claim
MCP wrapper for JPEXS Free Flash Decompiler (FFDec) that exposes SWF decompilat…
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| 45973 |
UniMCPSim
Claim
A universal MCP simulator that dynamically simulates API interfaces for various…
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| 45974 |
MCP Claude Hacker News
Claim
Enables Claude Desktop to interact with Hacker News, fetching articles, searchi…
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| 45975 |
Context Bridge
Claim
Enables repository context packing, file/symbol ranking, task-relevant selectio…
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| 45976 |
XSD Retrieval MCP Server
Claim
Enables users to retrieve, validate, and analyze XSD files from URLs or local p…
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| 45977 |
usa-npn-mcp-server
Claim
Enables querying and exporting phenology data from the USA National Phenology N…
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| 45978 |
metaflow-mcp-server
Claim
Enables coding agents to interact with Metaflow workflows, including querying f…
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| 45979 |
Qdrant MCP Server
Claim
Enables interaction with Qdrant vector database for storing, searching, and man…
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| 45980 |
OPA MCP
Claim
Author, validate, debug, and explain OPA Rego policies through any MCP-compatib…
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| 45981 |
DCC-MCP-IPC
Claim
Multi-protocol IPC adapter layer for integrating DCC software (Maya, Houdini, B…
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| 45982 |
Provides access to the Allen Institute for Brain Science API, enabling queries …
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| 45983 |
Ghost Writer MCP
Claim
Scans Git repositories, identifies interesting engineering work, and generates …
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| 45984 |
MCP Server PR Pilot
Claim
A Model Context Protocol server that generates pull request descriptions, commi…
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| 45985 |
Minds MCP Server
Claim
Enables LLMs to interact with Minds through the Minds SDK, supporting resource …
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| 45986 |
tork-governance
Claim
AI agent governance for MCP: PII detection, policy enforcement, compliance, and…
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| 45987 |
MCP Grocy API
Claim
Enables interaction with Grocy's API through MCP, allowing management of grocer…
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| 45988 |
multi-agent-debate-mcp
Claim
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
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| 45989 |
ArXiv Sync MCP Server
Claim
Enables AI assistants to search, download, and access arXiv papers with local s…
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| 45990 |
mcp-server-251215
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| 45991 |
Connxio MCP Server
Claim
Provides tools for managing Connxio integrations, code components, environment …
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| 45992 |
Todoist MCP Server
Claim
Enables task, project, section, label, and comment management via Todoist's API…
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| 45993 |
rdap-mcp
Claim
Enables domain lookups using the RDAP protocol, returning structured registrati…
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| 45994 |
Project Manager MCP
Claim
Enables AI agents to manage projects, epics, and tasks with atomic locking, rea…
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| 45995 |
UPS MCP Server
Claim
Enables AI agents to create shipments, track packages, get rates, validate addr…
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| 45996 |
mcp-music-forge
Claim
MCP server for downloading and processing audio from SoundCloud and other sourc…
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| 45997 |
MaxCompute MCP Server
Claim
MCP server for MaxCompute, enabling table listing, schema inspection, partition…
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| 45998 |
junto-memory
Claim
A shared memory and coordination server for multiple AI coding agents, built on…
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| 45999 |
Provides tools for scaffolding, validating, and maintaining Metalsmith plugins …
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| 46000 |
mapleflow
Claim
Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI throu…
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