MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41251 |
MCP server for AGDEL. Agents can create, buy, deliver, reveal, and settle signa…
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| 41252 |
consciousness MCP server
Claim
A pluggable vector memory server for semantic search and long-term memory, with…
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| 41253 |
estonian-mcp
Claim
An MCP server that integrates EstNLTK to provide Estonian language tools (morph…
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| 41254 |
A Playwright-based MCP server that prioritizes browser observation over automat…
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| 41255 |
MCP TDCC
Claim
MCP server for TDCC OpenData, enabling natural language query of Taiwan securit…
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| 41256 |
Enterprise PostgreSQL MCP secured by Aegis Zero-Trust to block unauthorized SQL…
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| 41257 |
BookStack MCP Server
Claim
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
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| 41258 |
MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orde…
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| 41259 |
pwndbg-mcp
Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
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| 41260 |
talos-mcp-server
Claim
MCP server that enables interaction with Talos Linux clusters via gRPC API, sup…
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| 41261 |
mcp-server-jis
Claim
MCP server for jis: bilateral intent identity verification. Enables users to ve…
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| 41262 |
opensearch-mcp-server-py
Claim
MCP server for OpenSearch that enables AI assistants to interact with OpenSearc…
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| 41263 |
GenLayer MCP Server
Claim
A comprehensive MCP server for generating sophisticated GenLayer Intelligent Co…
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| 41264 |
CBETA MCP Server
Claim
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
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| 41265 |
mcp-roadmapsh
Claim
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
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| 41266 |
hive-mcp-mark
Claim
MCP server for trademark first-use attestation with post-quantum dual-signed re…
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| 41267 |
ori-memory
Claim
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and …
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| 41268 |
Argentina Data
Claim
Real-time Argentine open data: dollar rates, BCRA, INDEC, AFIP, INFOLEG, SEPA p…
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| 41269 |
taxlaw-nts-mcp
Claim
Enables searching and retrieving tax law data from the Korean National Tax Serv…
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| 41270 |
graphql-to-mcp
Claim
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
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| 41271 |
projscan
Claim
Agent-first code intelligence over MCP. 11 langs, 46 tools, repo understanding.…
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| 41272 |
theagora
Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
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| 41273 |
mcpmax
Claim
Italian automotive platform, AI-ready
Cross-dealer semantic search across 100+ …
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| 41274 |
Futurykon MCP Server
Claim
Connects AI agents to the Futurykon prediction platform, enabling them to query…
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| 41275 |
PostgreSQL MCP Server
Claim
Enables users to perform SQL query execution, schema exploration, and performan…
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| 41276 |
Cyphrex
Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
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| 41277 |
Enables deployment and management of GPU workloads across multiple cloud provid…
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| 41278 |
Meridian Consensus
Claim
Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
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| 41279 |
biorxiv-mcp-server
Claim
Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or k…
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| 41280 |
Context Book
Claim
Stop re-explaining yourself to Agents. Give it the right context, right when ne…
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| 41281 |
vocametrix
Claim
Official MCP server for the Vocametrix voice analysis API. Gives AI assistants …
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| 41282 |
tenderapi-mcp
Claim
MCP server for French (BOAMP) + EU (TED) public procurement data via TenderAPI.
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| 41283 |
advanced-gmail-mcp
Claim
A Gmail MCP server for Claude Code that enables full email management across mu…
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| 41284 |
Tessera MCP Server
Claim
MCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift det…
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| 41285 |
bazi
Claim
生成八字排盘,支持公历或农历输入。根据八字反推可能的公历时间,帮助定位出生时刻。查询指定日期的黄历宜忌与节气,辅助择日与规划。
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| 41286 |
Hyperbrowser MCP Server
Claim
Provides tools to scrape, extract structured data, and crawl webpages, with acc…
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| 41287 |
Ads MCP
Claim
Create, launch & analyze ad campaigns, spy on competitors — Meta, Google, TikTo…
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| 41288 |
Secure, read-only access to Amazon Redshift with schema introspection and smart…
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| 41289 |
A2A Governance Bridge MCP server. Tools: verify agent compliance, authorize a2a…
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| 41290 |
Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400…
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| 41291 |
riocloud-reader
Claim
Enables AI agents to fetch and digest content from 30+ platforms (Twitter, YouT…
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| 41292 |
AskMia eSIM MCP Server
Claim
## AskMia eSIM MCP Server
AskMia MCP Server enables AI agents to search and se…
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| 41293 |
tuning-engines
Claim
Fine-tune LLMs on code repos — autocomplete (Cody/QLoRA) and bug-fix (SIERA) ag…
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| 41294 |
musescore-mcp
Claim
MuseScore for Claude — search sheet music and read score metadata via your sign…
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| 41295 |
mnemory
Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
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| 41296 |
composer-trade-mcp
Claim
Enables MCP-enabled LLMs to create, backtest, and trade automated investing str…
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| 41297 |
Product Hunt MCP Server
Claim
Provides access to Product Hunt data via the Product Hunt API v2, enabling quer…
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| 41298 |
chaprola
Claim
Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs vi…
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| 41299 |
leafengines-mcp-server
Claim
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
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| 41300 |
MCP adapter for Agent_Sudo: authorization, delegation, provenance, and audit fo…
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