MCP Server Quality Scores
Independent quality analysis of 44440 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44251 |
vsfclubnew5
Claim
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| 44252 |
mcp-sse-test-4
Claim
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| 44253 |
project-management-ai-mcp MCP server by MEOK AI Labs
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| 44254 |
meok-dora-tlpt-planner-mcp MCP server by MEOK AI Labs
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| 44255 |
Fraim Context MCP
Claim
Enables semantic search of project documentation using hybrid vector and full-t…
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| 44256 |
threatnews2
Claim
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| 44257 |
text-transformer
Claim
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
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| 44258 |
Kubecost MCP Server
Claim
An implementation that enables AI assistants to interact with Kubecost cost man…
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| 44259 |
document-comparison-ai-mcp MCP server by MEOK AI Labs
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| 44260 |
DocsFetcher
Claim
Fetch npm package documentation and present it for LLMs.
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| 44261 |
nsys-mcp
Claim
Enables GPU profiling and performance analysis via NVIDIA Nsight Systems, allow…
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| 44262 |
Dokploy MCP Server
Claim
Enables AI assistants to manage cloud infrastructure through natural language b…
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| 44263 |
invarium
Claim
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| 44264 |
agent-audit-trail
Claim
Compliance infrastructure for agentic AI. Immutable audit logging, policy enfor…
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| 44265 |
adsb.lol MCP Server
Claim
Provides AI assistants with real-time aircraft tracking, FAA registration, and …
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| 44266 |
Twilio MCP Server
Claim
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
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| 44267 |
VMware-AVI
Claim
VMware AVI Load Balancer (NSX ALB) management plus AKO Kubernetes integration. …
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| 44268 |
garoon-mcp-server
Claim
Official local MCP server for Garoon, enabling AI assistants to interact with t…
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| 44269 | — | |||||||||
| 44270 |
ironscales-mcp
Claim
MCP server for Ironscales — phishing incident management, email classification,…
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| 44271 |
bank
Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
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| 44272 |
evermint-mcp
Claim
Mint tamper-evident receipts for AI agent actions. The notary layer for agent-t…
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| 44273 |
Coda MCP Server
Claim
Provides full access to the Coda API v1, enabling AI agents to interact with Co…
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| 44274 |
websites
Claim
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| 44275 |
A comprehensive system that helps organizations track, manage, and respond to s…
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| 44276 |
Gül-tekin Mühendislik
Claim
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
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| 44277 |
Vec Memory MCP Server
Claim
Provides graph-based semantic memory storage and retrieval using vector embeddi…
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| 44278 |
txrisk-tools
Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
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| 44279 |
milky_file_search
Claim
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| 44280 |
carbon-cashmere-mcp
Claim
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
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| 44281 |
Aguara MCP
Claim
Security scanner for AI agent skills and MCP servers
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| 44282 |
Google Flights MCP
Claim
A remote MCP server that searches Google Flights for flight information and air…
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| 44283 |
ai-trading-bot-01
Claim
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| 44284 |
airbnb-python-mcp
Claim
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| 44285 |
starlog-mcp
Claim
STARLOG is a documentation workflow MCP server for Claude Code that manages pro…
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| 44286 |
Atlas Research
Claim
Read-only MCP over an agentic SLR workspace with per-claim citation verification
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| 44287 |
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge …
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| 44288 |
Public API MCP Server
Claim
Transforms OpenAPI specs into an MCP server, enabling dynamic API interaction t…
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| 44289 |
chatgpt
Claim
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| 44290 |
Apideck MCP Server
Claim
Model Context Protocol server for the Apideck Unified API. Connect any MCP-comp…
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| 44291 |
redmine-mcp
Claim
A stateless MCP server for Redmine that allows users to interact with issues, t…
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| 44292 |
Exposes the full openstack and oc CLIs as MCP tools with read-only by default, …
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| 44293 |
An MCP server that integrates with Missive App allowing users to create, manage…
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| 44294 |
Gmail MCP Server
Claim
Enables interaction with Gmail through OAuth 2.0 authentication, allowing users…
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| 44295 |
Basis MCP Server
Claim
Provides 205 tools for the Basis protocol on BNB Smart Chain, enabling trading,…
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| 44296 |
mcp-pear
Claim
Read-only MCP server for Pear Protocol that gives Claude access to markets, pai…
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| 44297 |
mcp-simple-joeleesuh
Claim
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| 44298 |
SEI MCP Server
Claim
Bridges AI agents to the Brazilian SEI system, enabling listing processes, read…
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| 44299 |
JSON Compare
Claim
Compare two JSON files deeply without worrying about key or array order. Detect…
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| 44300 |
gluestack-ui-mcp-server
Claim
Provides AI assistants with comprehensive access to Gluestack UI components, so…
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