MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 1 hour, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37701 |
SIEMen
Claim
Enables AI agents to read, write, and search security findings, engagement memo…
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| 37702 |
amazon-trends-mcp
Claim
Provides Amazon search volume trends and growth signals to measure real consume…
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| 37703 |
Enables AI assistants to search leads, view profiles, manage lists, send InMail…
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| 37704 |
netloc8-mcp
Claim
Model Context Protocol server for the NetLoc8 IP geolocation API. Gives AI assi…
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| 37705 |
anp2-mcp-server
Claim
Economic protocol for AI agents — identity + reputation + credit + Sybil resist…
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| 37706 |
ManyMeet
Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
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| 37707 |
cygnus-ssh-mcp
Claim
Enables AI assistants to manage remote servers via SSH with 43 specialized tool…
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| 37708 |
mcp-pkm-logseq
Claim
Enables interaction with your Logseq personal knowledge management system via M…
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| 37709 |
mcp-server-bfl
Claim
An MCP server that enables AI assistants to generate images using Black Forest …
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| 37710 |
hypothesis-mcp
Claim
MCP server for the Hypothesis annotation service, enabling Claude to search, cr…
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| 37711 |
hideaa
Claim
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| 37712 |
mcp-ssh-interactive
Claim
MCP server that enables AI agents to run fully interactive SSH sessions (via tm…
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| 37713 |
An MCP server for OpenShift Baremetal IPI cluster provisioning, allowing users …
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| 37714 |
An MCP server that analyzes local or remote GitHub repositories, providing inte…
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| 37715 |
Apple RAG MCP
Claim
Provides AI agents with instant access to official Apple developer documentatio…
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| 37716 |
Beehiiv MCP Server
Claim
A Model Context Protocol (MCP) server for Beehiiv that connects your newsletter…
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| 37717 |
Enables managing a personal quote collection with add, search, random, delete, …
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| 37718 |
Harper MCP Server
Claim
Exposes HarperDB tables and custom resources as structured MCP resources, enabl…
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| 37719 |
Enables deployment and management of GPU workloads across multiple cloud provid…
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| 37720 |
mcp-reranker
Claim
A generic Model Context Protocol (MCP) server for high-accuracy document rerank…
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| 37721 |
filesystem-ops
Claim
MCP server for performing filesystem operations, enabling file management and m…
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| 37722 |
Enables GitHub Copilot to perform markdown review, dependency checking, and AI-…
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| 37723 |
globalpulse-mcp
Claim
Real-world intelligence MCP — macroeconomics, climate, disasters, trade & aviat…
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| 37724 |
thiri-mcp
Claim
Deterministic music-theory server: chord & Roman-numeral analysis, voicing, and…
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| 37725 |
SigmaUI DS MCP Server
Claim
Exposes SigmaUI Design System components to AI assistants, providing tools for …
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| 37726 |
mcpserber
Claim
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| 37727 |
mcp-xlsx-server
Claim
MCP server for reading and writing Excel (xlsx) files using SheetJS, providing …
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| 37728 |
Crypto Tax MCP
Claim
Cost basis tracking, capital gains calculation, and 1099-DA reconciliation for …
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| 37729 |
redmine-mcp-workflows
Claim
A schema-aware MCP server for Redmine that validates issue writes against workf…
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| 37730 |
MySQL MCP Server
Claim
Enables AI agents to interact with a MySQL database using natural language, aut…
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| 37731 |
MCP Spectral
Claim
An MCP server that wraps Spectral to lint OpenAPI specifications, enabling LLMs…
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| 37732 |
re-speakeasy
Claim
MCP server for Speakeasy — Windows API emulation for binary analysis. It runs a…
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| 37733 |
OpenAI MCP Server
Claim
Provides comprehensive access to OpenAI's API capabilities including chat compl…
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| 37734 |
@skill-hub/mcp-server
Claim
Enables AI assistants to discover, search, and install Claude Code Skills from …
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| 37735 |
Base MCP Server
Claim
An MCP server that provides onchain tools for Claude AI to interact with the Ba…
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| 37736 |
google-ads-mcp
Claim
MCP server for Google Ads campaign reporting and management via Claude, enablin…
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| 37737 |
symbolic_math_mcp
Claim
A standalone FastMCP server that validates symbolic math proof files in YAML fo…
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| 37738 |
db-memory
Claim
A vector-DB MCP server that gives Claude conversational memory by storing solve…
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| 37739 |
A comprehensive, AI-powered performance analysis and monitoring platform for Op…
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| 37740 |
MCP OAuth Test
Claim
Multi-tenant MCP server with OAuth 2.1 authorization, enabling tenant-scoped to…
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| 37741 |
Prior
Claim
Prior is a shared knowledge base where AI agents exchange proven solutions. Whe…
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| 37742 |
linkedin-mcp-server
Claim
Enables interaction with LinkedIn tools and services through the Universal MCP …
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| 37743 |
Enables management of Facets Control Plane projects, resources, environments, a…
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| 37744 |
Bible MCP Server
Claim
Enables Bible search and verse retrieval with multiple translations, deployable…
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| 37745 |
embedded-mcp-toolkit
Claim
基于MCP协议的嵌入式板卡远程管理工具,提供串口、SSH和本地PowerShell的交互能力,支持会话管理、一键登录等功能。
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| 37746 |
AgentPay Pharos
Claim
A drop-in MCP skill that gives AI agents a real on-chain wallet on Pharos — che…
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| 37747 |
infomaniak-admin-mcp
Claim
Enables agentic administration of Infomaniak accounts via Claude, offering 169 …
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| 37748 |
Debug any supported language with breakpoints, variable/state inspection, and s…
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| 37749 |
Provides a set of MCP tools to let AI assistants like Claude, Cursor, and VS Co…
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| 37750 |
digihub-mcp
Claim
MCP server for the digihub.li content API, enabling Claude to read and write St…
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