MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58151 |
weixin-mcp
Claim
Enables AI assistants to send and receive WeChat messages through the official …
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| 58152 |
Enables natural language control over Google Workspace services including Gmail…
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| 58153 |
dameng-mcp
Claim
MCP server for Dameng database that enables querying and managing database obje…
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| 58154 |
Skill Loader MCP Server
Claim
Enables discovering, fetching, validating, and converting Claude skills from th…
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| 58155 |
Scorched
Claim
An MCP server that lets you talk to your AI trading assistant in plain English …
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| 58156 |
mcp-food-feeds
Claim
MCP server for curated food and dining feeds, providing tools to list, read, an…
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| 58157 |
Multi-MySQL MCP Server
Claim
Enables AI coding assistants to query and manage multiple MySQL and MariaDB dat…
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| 58158 |
PilotGentic
Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
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| 58159 |
gnomon
Claim
Manages a vault of articles and talk pages using an article/talk split pattern,…
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| 58160 |
SecureAudit-MCP
Claim
Model Context Protocol (MCP) server for static C/C++ memory-safety scanning and…
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| 58161 |
Onplana
Claim
Project portfolio management for PMOs. Alternative to Microsoft Project Online.…
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| 58162 |
Enables AI models to write, format, compile, lint, and structure modern Fortran…
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| 58163 |
zyta-mcp
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Exposes tools to query the Zyta API for legal data (judicial, jurisprudence, tr…
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| 58164 |
encoder-ai-mcp
Claim
encoder-ai-mcp MCP server by MEOK AI Labs
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| 58165 |
substack-publisher-mcp
Claim
MCP server for Substack's official Publisher API that enables querying post ana…
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| 58166 |
WebLens
Claim
Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API…
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| 58167 |
dagu
Claim
Local-first workflow engine with a Web UI for small teams. Define DAGs in a dec…
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| 58168 |
ARCO MCP
Claim
Server for redacting, validating, and auditing ARCO rights requests under Mexic…
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| 58169 |
Italy Transfers
Claim
Real-time train, bus, ferry and private transfer prices between 40+ Italian cit…
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| 58170 |
Demo MCP Server
Claim
Minimal FastMCP Python server demonstrating basic MCP functionality with a cows…
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| 58171 |
Volatility MCP Server
Claim
Enables automated memory forensics analysis using Volatility 3, supporting Wind…
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| 58172 |
pwndbg-mcp
Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
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| 58173 |
semhood
Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
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| 58174 |
TMS Development Wizard
Claim
Enables rapid exploration and integration of Omelet's Routing Engine and iNavi'…
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| 58175 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 58176 |
CodeRifts API Governance
Claim
An MCP server providing risk-aware API governance tools for AI agents. Agents c…
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| 58177 |
AEM DEV MCP Server
Claim
Enables AI agents to manage Adobe Experience Manager instances, including OSGi …
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| 58178 |
UpToCode
Claim
Evidence-backed architecture-quality analysis for Python agent applications.
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| 58179 |
nano-banana-mcp
Claim
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
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| 58180 |
agentops_mcp_server
Claim
Enables an edit-verify-commit workflow inside Zed with a local MCP server and p…
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| 58181 |
OpenClaude MCP Server
Claim
A high-performance control plane for Ollama-based local LLM sessions with backg…
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| 58182 |
AI-driven portfolio dashboard and MCP server for the Casper blockchain, enablin…
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| 58183 |
infoset-mcp
Claim
MCP server for Infoset CRM that enables AI assistants to manage tickets, contac…
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| 58184 |
Pinecone MCP Server
Claim
Enables interaction with Pinecone vector databases for storing and searching em…
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| 58185 |
MCP server providing OpenFeature SDK installation guides and OFREP flag evaluat…
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| 58186 |
IPMentor
Claim
Provides verified IPv4 subnet calculations, IP analysis, and network diagram ge…
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| 58187 |
getxapi-mcp
Claim
The official GetXAPI MCP server. Give your AI assistant direct access to the Tw…
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| 58188 |
GrowthToolkit MCP Server
Claim
Gives AI assistants the power to find verified emails, phone numbers, and rich …
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| 58189 |
Google MCP Server
Claim
Integrates with Google Docs and Gmail to append content to documents and create…
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| 58190 |
code-search
Claim
Enables semantic code search across indexed code folders using vector embedding…
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| 58191 |
genlayer-docs-mcp
Claim
Enables AI assistants to search, retrieve, and browse GenLayer documentation th…
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| 58192 |
Obsidian Readonly MCP
Claim
Read-only MCP server for querying a running Obsidian vault from agentic runtime…
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| 58193 |
Provides access to earthquake data from the Thai Meteorological Department (TMD…
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| 58194 |
codegraph
Claim
Provides AI agents with a function-level dependency graph of the codebase throu…
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| 58195 |
uk-aml-mcp
Claim
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| 58196 |
web-search
Claim
Web search for AI agents — one tool across 6 engines, routed to the cheapest + …
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| 58197 |
Scout MCP Server
Claim
Provides coding agents with live web capabilities including web search, scrapin…
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| 58198 |
Enables interaction with Adobe Commerce Catalog Services to retrieve product va…
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| 58199 |
ContextForge MCP Server
Claim
Enables AI agents to efficiently retrieve relevant code context via PageRank-op…
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| 58200 |
promptpack
Claim
Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
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