MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31801 |
Tycana
Claim
Your AI assistant is brilliant but amnesiac. Every conversation starts from zer…
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| 31802 |
Enables AI agents to track and manage product development projects through stru…
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| 31803 |
staruml-mcp
Claim
MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP.
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| 31804 |
An MCP server running inside a trusted execution environment (TEE) via Gramine,…
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| 31805 |
A Model Context Protocol server that provides semantic understanding of codebas…
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| 31806 |
MarkScribe
Claim
A convention-aware MCP server for managing markdown files with YAML schema vali…
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| 31807 |
hometeam-directory
Claim
Search Black-owned businesses in South Florida by category, neighborhood, or ne…
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| 31808 |
MCP Safety Warden
Claim
MCP proxy adding security scanning, behavioral profiling, risk gating, and safe…
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| 31809 |
MCP JSON Sanitizer
Claim
Enables repair of malformed JSON strings into valid JSON for agent workflows by…
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| 31810 |
gmailmcp
Claim
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| 31811 |
PushCI
Claim
AI-native, zero-config CI/CD. Detects 33 languages + 40 frameworks, generates p…
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| 31812 |
p6xer MCP Server
Claim
An MCP server for Primavera P6 XER files.
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| 31813 |
NEXUS Protocol
Claim
Agent coordination protocol bridging A2A and MCP. Register, discover, and coord…
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| 31814 |
AgentMail
Claim
AgentMail is the email inbox API for AI agents. It gives agents their own email…
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| 31815 |
LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper brows…
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| 31816 |
Regex testing API for AI agents. Test regex patterns against strings: get all m…
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| 31817 |
openclaw-mcp-bridge
Claim
OpenClaw MCP Client Plugin - bridges MCP servers into OpenClaw via registerTool
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| 31818 |
WebSee MCP Server
Claim
Provides AI assistants with advanced frontend debugging capabilities through 36…
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| 31819 |
GitHub MCP Server
Claim
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
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| 31820 |
im_builder
Claim
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| 31821 |
sharp-on-fhir-mcp
Claim
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
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| 31822 |
pdf-reader
Claim
Read entire PDFs or specific pages on demand. Search documents for keywords and…
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| 31823 |
InfiniteMCP
Claim
A meta-MCP server that acts as a universal gateway, allowing users to discover …
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| 31824 |
guxi
Claim
webgl流体模拟
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| 31825 |
kodey-pdf-mcp
Claim
Detect and list form fields in any PDF. Fill forms with your data and receive t…
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| 31826 |
MEOK Governance Engine
Claim
AI-powered meok governance engine MCP server for agents. Supports full governan…
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| 31827 |
MCP Backup Server
Claim
Provides specialized backup and restoration capabilities for AI agents and code…
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| 31828 |
Enables access to Amazon Managed Prometheus workspaces through natural language…
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| 31829 |
Workers bindings management. Build Workers applications with storage, AI, and c…
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| 31830 |
astro-platform-starter
Claim
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| 31831 |
pjp-mcp
Claim
Find companies in HubSpot by name or domain to enrich research and outreach. Ge…
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| 31832 |
sustainability-auditor
Claim
Website carbon footprint auditor. CO2/page, grade A–F, green hosting check, and…
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| 31833 |
daedalmap
Claim
Hosted geographic data MCP server for earthquakes, tsunamis, volcanoes, and cur…
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| 31834 |
A Model Context Protocol server that provides access to Databento's historical …
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| 31835 |
business_funding
Claim
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| 31836 |
cf-ai
Claim
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| 31837 |
StockMarketScan
Claim
18 tools for US stock screeners, chart patterns, options flow signals and equit…
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| 31838 |
MCP Inflow Ingredients
Claim
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
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| 31839 |
Hello World MCP Server
Claim
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
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| 31840 |
demo
Claim
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| 31841 |
MCP-SLOP Adapter
Claim
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
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| 31842 |
agent-trust-stack-mcp
Claim
Cryptographic provenance, bilateral blind reputation scoring, and tamper-eviden…
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| 31843 |
Fraim Context MCP
Claim
Enables semantic search of project documentation using hybrid vector and full-t…
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| 31844 |
drifts
Claim
Multi-sensory AI experiences with time-locked progression and structured sensor…
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| 31845 |
annas-mcp2
Claim
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| 31846 |
gigahard-mcp-server
Claim
Transform your HAR network requests into usable tools for MCPs
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| 31847 |
RX-Radar
Claim
[](https://smithery…
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| 31848 |
Solana on-chain intelligence — token scans, wallet profiling, bundle detection,…
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| 31849 |
abc
Claim
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| 31850 |
MCP Slack
Claim
Secure read-only MCP server for Slack workspaces
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