MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35201 |
server
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| 35202 |
nba-mcp
Claim
MCP server for NBA live data and stats, providing read-only tools to query live…
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| 35203 |
Google Ads MCP Server
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Enables natural language access to Google Ads campaigns, accounts, and performa…
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| 35204 |
MCP server for querying procurement and inventory documents (invoices, purchase…
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| 35205 |
aicard
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Enables AI agents to auto-generate NIST AI RMF and EU AI Act Annex IV compliant…
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| 35206 |
LPS MCP
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A minimal server that provides Claude AI with secure file system access and seq…
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| 35207 |
Site Audit Pro
Claim
Website audit tool for small businesses. Built in the Pacific Northwest, servin…
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| 35208 |
agentcite
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Fabrication-free, DOI-backed citations for AI agents — real openAlex sources, n…
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| 35209 |
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
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| 35210 |
Zoho CRM MCP Server
Claim
Enables AI assistants to interact with Zoho CRM data through secure OAuth authe…
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| 35211 |
Token-cost telemetry for OpenClaw, queryable from Claude or any MCP-aware agent…
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| 35212 |
openaq-mcp-server
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Find air-quality stations and read pollutant observations from government monit…
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| 35213 |
MuJoCo MCP Server
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Exposes MuJoCo physics simulation to AI assistants via 65 MCP tools, enabling n…
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| 35214 |
data-odre
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Provides tools to search, inspect, and query energy open data from ODRE (electr…
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| 35215 |
@noticed/cli
Claim
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
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| 35216 |
stablebaseline-mcp
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End-to-end agent-managed company brain. Humans and any MCP agent co-author livi…
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| 35217 |
@jurislm/entire-mcp
Claim
MCP server providing 19 tools to manage AI agent checkpoints and sessions via t…
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| 35218 |
Soma
Claim
RMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and …
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| 35219 |
familiar-mcp
Claim
MCP server that drives the user's real signed-in Chrome on macOS via AppleScrip…
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| 35220 |
ScribblesLM
Claim
A self-hosted, notebook-scoped RAG pipeline with contextual retrieval, delivere…
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| 35221 |
Connects MCP-compatible agents with the OriginTrail Decentralized Knowledge Gra…
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| 35222 |
LearningSuite MCP Server
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
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| 35223 |
Nigeria payments for AI agents — bank transfer / USSD via Paystack. Never holds…
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| 35224 |
roger
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| 35225 |
property-finance-mcp
Claim
UK property finance calculators: bridging cost (rolled-up / retained / serviced…
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| 35226 |
Schwab MCP Server
Claim
A read-only Model Context Protocol server that connects your Schwab brokerage a…
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| 35227 |
Analyzes and compares product reputation using data from Reddit, Hacker News, a…
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| 35228 |
chaprola
Claim
Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs vi…
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| 35229 |
datos.gob.do-MCP-server
Claim
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.1…
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| 35230 |
capcut-ai-editor
Claim
AI Capcut MCP server for automated "talking head" video processing. Removes pau…
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| 35231 |
MCP server for Deckbase - exposes docs, template blocks, and project context
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| 35232 |
testap123
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| 35233 |
zikra
Claim
Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + …
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| 35234 |
extract-image
Claim
Extract and analyze images from files, links, and embedded images to understand…
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| 35235 |
mcp-ltm
Claim
Provides persistent long-term memory for AI assistants with tag-based retrieval…
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| 35236 |
uv-mcp
Claim
Enables LLMs to manage Python environments and dependencies via uv, supporting …
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| 35237 |
An MCP server that gives AI assistants tools to generate AccelByte AGS uGUI pre…
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| 35238 |
MCP server for the OffByOne website factory, enabling agents to generate, valid…
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| 35239 |
HA-Synapse
Claim
Connects LLM coding agents to Home Assistant instances, enabling configuration …
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| 35240 |
rawthink
Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
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| 35241 |
TeacherAssist-MCP
Claim
AI-powered Teacher Assistance MCP Server for managing student records with Post…
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| 35242 |
converly
Claim
Set up and manage conversion tracking by chatting with your AI assistant.
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| 35243 |
EasyDocForms
Claim
Healthcare intake for agents: import blank PDFs, create patient fill links, fet…
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| 35244 |
agent-canvas-arena
Claim
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…
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| 35245 |
elorus-mcp
Claim
MCP server for the Elorus invoicing and accounting platform, enabling AI assist…
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| 35246 |
Dad Joke Visualizer
Claim
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
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| 35247 |
ds-mcp-server
Claim
Test prompts by instantly reflecting your message back. Validate formatting and…
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| 35248 |
mcp
Claim
Browse, create, edit, and export SVGator animated SVG projects via your SVGator…
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| 35249 |
roshan-fahm-mcp
Claim
MCP server wrapping Roshan AI's Fahm Persian language service, enabling chat, t…
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| 35250 |
mcp-pinecone
Claim
Enables reading and writing to a Pinecone vector index, including semantic sear…
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