MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 24701 |
PostPulse
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PostPulse is a unified API and integration suite that handles the complexity of…
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| 24702 |
Pixelixe
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Brand-safe MCP for AI agents to create editable, on-brand graphics and automate…
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| 24703 |
comfyui-mcp-server
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MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
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| 24704 |
MCP Dynamics CRM Server
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An MCP server for automating Microsoft Dynamics CRM and Power Platform through …
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| 24705 |
aeo
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Scan any website for AI readiness — 100-point score across 6 AEO categories in …
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| 24706 |
ProofSlip
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Receipt-based verification for AI agent workflows — create, verify, and poll ep…
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| 24707 |
toolmesh
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MCP gateway with authorization, credential injection, audit logging, and output…
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| 24708 |
calc
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| 24709 |
test
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| 24710 |
agent-output-guard
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Validate and verify data from other agents before acting on it. Zero LLM costs.
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| 24711 |
document-parser
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Parse and extract structured data from various document formats (PDF, Word, HTM…
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| 24712 |
gridually-mcp
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Compare flashcard apps, spatial memory science, and aphantasia learning guides.
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| 24713 |
Validate, transform, and normalize structured data for AI agents.
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| 24714 |
agent-cost-meter
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Gives your agent spending awareness it doesn't have natively. Tracks cumulative…
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| 24715 |
web-content-extractor
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Extract and process web content into clean, structured formats optimized for LL…
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| 24716 |
Bitbucket MCP
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Bitbucket Cloud MCP in Go: complete API auto-generated from spec, customizable …
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| 24717 |
Property intelligence MCP: zoning, buildability, flood zones & environmental ri…
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| 24718 |
secu
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| 24719 |
Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, sa…
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| 24720 |
DBHub Analytics
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MCP server for Databricks, BigQuery, PostgreSQL, MySQL, SQL Server, SQLite, Mar…
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| 24721 |
MCP Validator
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Score MCP tool definitions 0-100. Checks names, schemas, annotations, and uniqu…
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| 24722 |
agentguard47
Claim
MCP server for coding-agent traces, alerts, costs, usage, and budget health.
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| 24723 |
AI Cortex Storage
Claim
Persistent cloud memory for AI agents. Store and search key-value memories acro…
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| 24724 |
MCP server for Riveter's enrichment, scraping, and monitoring API
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| 24725 | — | |||||||||
| 24726 |
MySQL MCP Server
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Enables direct interaction with MySQL databases through SQL queries, table expl…
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| 24727 |
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
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| 24728 |
vanmoose-mcp-server
Claim
197 MCP tools from 74 developer APIs — screenshots, email, NLP, WHOIS, QR, PDF,…
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| 24729 |
zooidfund
Claim
MCP server for AI agents to discover campaigns by humans and donate USDC direct…
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| 24730 |
Provides 115+ MCP tools for comprehensive WooCommerce store management includin…
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| 24731 |
mcp-server
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Healthcare data: drugs, providers, diagnoses, labs, vaccines, claims, and Medic…
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| 24732 |
Figma-Context-MCP-AIR
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Figma MCP server for AI agents. 9 tools: design context, variables, screenshots…
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| 24733 |
nexo
Claim
Cognitive memory for AI agents with Atkinson-Shiffrin memory model (STM/LTM/sen…
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| 24734 |
mcp-llm-gateway
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MCP-compatible LLM gateway that proxies completion requests.
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| 24735 |
email-mcp
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| 24736 |
wikipedia-mcp
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| 24737 |
joeapi
Claim
Manage construction project data across clients, contacts, proposals, estimates…
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| 24738 |
PromptGuard
Claim
Scan prompts for injection attacks, redact PII, and audit LLM SDK usage from an…
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| 24739 |
readhn
Claim
AI-native HackerNews MCP Server. Find HN content that matters with explainable …
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| 24740 |
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
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| 24741 |
Scan installed MCP servers for security vulnerabilities with 16 detection engin…
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| 24742 |
An MCP server that created for demo
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| 24743 |
Read-only MCP server for OpenObserve Community Edition via REST API. Search log…
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| 24744 |
TopYappers
Claim
# TopYappers
Social media intelligence for AI agents. Access viral content dis…
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| 24745 |
Frase SEO
Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
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| 24746 |
LND MCP Server
Claim
Connects to Lightning Network nodes and enables natural language queries for ch…
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| 24747 |
Verified US local service provider data across trades. Ratings, services, prici…
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| 24748 |
calculator-mcp
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| 24749 |
stream-estate
Claim
MCP server for the Stream.estate French real estate API
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| 24750 |
dobby
Claim
Connect, monitor, and control AI agents — tasks, approvals, schedules, and gove…
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