MCP Server Quality Scores
Independent quality analysis of 35110 public MCP servers
Last updated 2 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34751 |
mcp-reranker
Claim
A generic Model Context Protocol (MCP) server for high-accuracy document rerank…
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| 34752 |
Chess MCP
Claim
Play interactive chess games through conversation with move validation, Stockfi…
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| 34753 |
ast-editor
Claim
AST-targeted code editing MCP server with 28 surgical tools for structural edit…
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| 34754 |
ShippingRates MCP
Claim
Ocean container shipping intelligence for AI agents. 24 MCP tools covering:
- …
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| 34755 |
evmquery-mcp
Claim
Read any contract on any EVM chain through a single MCP endpoint.
Ask question…
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| 34756 |
AdCraft MCP Server
Claim
Enables AI-powered generation of platform-optimized ad copy for Facebook, Googl…
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| 34757 |
qualitastech
Claim
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| 34758 |
log-analyzer-mcp
Claim
Enables log analysis, searching, counting, and system metrics retrieval (CPU, m…
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| 34759 |
Gmail MCP Pro
Claim
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
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| 34760 | — | |||||||||
| 34761 |
Webpage MCP Server
Claim
Enables querying and retrieving webpage content from websites by parsing sitema…
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| 34762 |
ASMR-One MCP Server
Claim
A Cloudflare Worker that implements an MCP server for searching and retrieving …
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| 34763 |
Search, verify, and profile SEC-registered investment advisers. Powered by live…
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| 34764 |
Polarion MCP Server
Claim
Enables interaction with Siemens Polarion requirements management system throug…
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| 34765 |
test
Claim
This is a testing server up for WriftAI.
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| 34766 |
deepwiki
Claim
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| 34767 |
domin8
Claim
A deterministic MCP server that enforces auditable workflows by requiring AI ag…
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| 34768 |
hello
Claim
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| 34769 |
perplexity-webui-scraper
Claim
An advanced, high-performance Python client, MCP server, and REST API for rever…
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| 34770 |
smithery-loudie
Claim
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| 34771 |
aw4eqwsd
Claim
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| 34772 |
adzuna-mcp
Claim
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| 34773 |
MindMap
Claim
Turn outlines and hierarchical notes into interactive mind maps through a hoste…
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| 34774 |
Equity Research
Claim
Research stocks with concise summaries, financial statements, and sector insigh…
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| 34775 |
MCP server for vacation rental direct bookings. Search properties, check availa…
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| 34776 |
abraxas93
Claim
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| 34777 |
stayzi
Claim
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| 34778 |
gdep
Claim
🎮 gdep — Game Codebase Analysis Tool
Understand a Unity/UE5/Axmol project in 0.…
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| 34779 |
Detect Objects using JigsawStack's AI Models.
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| 34780 |
teste
Claim
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| 34781 |
telegram
Claim
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| 34782 |
MCP ALL TOOLS GHL
Claim
A comprehensive Model Context Protocol (MCP) server that provides programmatic …
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| 34783 |
Enables AI-powered image generation using the Ideogram V3 Balanced model via Re…
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| 34784 |
Firewalla MCP Server
Claim
A production-ready server that connects Claude Desktop to Firewalla network man…
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| 34785 |
Crypto Bytes MCP Server
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| 34786 |
Nutanix MCP Server
Claim
Enables AI assistants to manage Nutanix infrastructure via Prism Central and Pr…
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| 34787 |
slurm_MCP
Claim
Enables interaction with Slurm HPC clusters via SSH, allowing job submission, m…
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| 34788 |
Evidence-grounded web research for AI agents. Verifies page-local claims with c…
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| 34789 |
FHIR MCP Server
Claim
Enables seamless integration with FHIR APIs for healthcare applications, allowi…
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| 34790 |
nuria-mcp
Claim
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| 34791 |
citadel-mcp
Claim
MCP server bundling per-stack documentation tools for coding agents.
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| 34792 |
AgentCard MCP Server
Claim
Enables AI agents to manage and use prepaid virtual Visa cards with hard budget…
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| 34793 |
lol-mcp
Claim
A FastMCP server that exposes REST API endpoints as Model Context Protocol tool…
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| 34794 |
voidmob-mcp
Claim
VoidMob MCP server for mobile proxies, non-VoIP SMS verifications, and global e…
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| 34795 |
Agentic MCP Server
Claim
Enables AI-driven orchestration of GitHub development workflows including autom…
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| 34796 | — | |||||||||
| 34797 |
ActiveCollab MCP Server
Claim
A local Model Context Protocol server that enables secure interaction with self…
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| 34798 |
AI-powered quantitative research assistant with 45 tools for causal inference m…
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| 34799 |
avocado-ai
Claim
Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
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| 34800 |
Python MCP Template
Claim
A DevOps-friendly template for building MCP servers with CI/CD, Docker support,…
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