MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38451
vu1n
cocoon Claim
An MCP server that provides a single tool for discovering, auto-installing, san…
N/A N/A
38452
liliangshan
A MCP MySQL server with DDL support, permission control and operation logs.
38453
kitespark
django-mcp Claim
Integrates MCP tool hosting into Django applications, enabling easy definition …
38454
romanpert
mcp-aemps Claim
Enables AI agents to query the official Spanish AEMPS/CIMA registry for real-ti…
38455
zeroth-settlement
agdel-mcp Claim 1
MCP server for AGDEL. Agents can create, buy, deliver, reveal, and settle signa…
N/A N/A 75
38456
one710
A pluggable vector memory server for semantic search and long-term memory, with…
38457
silly-geese
estonian-mcp Claim
An MCP server that integrates EstNLTK to provide Estonian language tools (morph…
38458
KvFxKaido
A Playwright-based MCP server that prioritizes browser observation over automat…
N/A N/A 95
38459
asgard-ai-platform
MCP TDCC Claim
MCP server for TDCC OpenData, enabling natural language query of Taiwan securit…
38460
Derron-Knox
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
38461
RocketMaDev
pwndbg-mcp Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
38462
CBEPX
MCP server that enables interaction with Talos Linux clusters via gRPC API, sup…
38463
jaspertvdm
MCP server for jis: bilateral intent identity verification. Enables users to ve…
38464
opensearch-project
MCP server for OpenSearch that enables AI assistants to interact with OpenSearc…
38465
albert-mr
A comprehensive MCP server for generating sophisticated GenLayer Intelligent Co…
38466
hiing
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
81
38467
aissablk1
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
N/A N/A
38468
srotzin
MCP server for trademark first-use attestation with post-quantum dual-signed re…
38469
kim-go-chon
Enables searching and retrieving tax law data from the Korean National Tax Serv…
38470
docat0209
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
N/A N/A 95
38471
theagoralabs
theagora Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
N/A N/A 83
38472
dealermax
mcpmax Claim
Italian automotive platform, AI-ready Cross-dealer semantic search across 100+ …
81
38473
Futurykon
Connects AI agents to the Futurykon prediction platform, enabling them to query…
38474
codescept
Enables users to perform SQL query execution, schema exploration, and performan…
N/A N/A 95
38475
getcyphrex
Cyphrex Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
38476
nomadslayer
Enables deployment and management of GPU workloads across multiple cloud provid…
81
38477
cyanheads
Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or k…
N/A N/A
38478
pmarmaroli
vocametrix Claim
Official MCP server for the Vocametrix voice analysis API. Gives AI assistants …
38479
IDNSIDNS
MCP server for French (BOAMP) + EU (TED) public procurement data via TenderAPI.
N/A N/A
38480
coreyepstein
A Gmail MCP server for Claude Code that enables full email management across mu…
38481
tessera-llm
MCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift det…
38482
xiaobenyang-com
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。
N/A N/A 95
38483
BACH-AI-Tools
Provides tools to scrape, extract structured data, and crawl webpages, with acc…
81
38484
CSOAI-ORG
A2A Governance Bridge MCP server. Tools: verify agent compliance, authorize a2a…
N/A N/A
38485
Secure, read-only access to Amazon Redshift with schema introspection and smart…
N/A N/A 81
38486
Riocloud
Enables AI agents to fetch and digest content from 30+ platforms (Twitter, YouT…
N/A N/A
38487
info-kk33
## AskMia eSIM MCP Server AskMia MCP Server enables AI agents to search and se…
81
38488
fpytloun
mnemory Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
38489
tanwithme
Enables MCP-enabled LLMs to create, backtest, and trade automated investing str…
38490
Jing-yilin
Provides access to Product Hunt data via the Product Hunt API v2, enabling quer…
38491
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
38492
agent-sudo-mcp Claim 1
MCP adapter for Agent_Sudo: authorization, delegation, provenance, and audit fo…
N/A N/A 81
38493
lpb123
保险产品搜索、推荐、保费试算、核保预检。覆盖65家保司483款产品。China insurance MCP server.
38494
musepy
genable Claim
Write-side MCP for Figma — complements Figma's official read-only MCP. 41 tools…
N/A N/A
38495
flynnhou
Provide a customizable MCP server implementation that integrates with Claude De…
N/A N/A 95
38496
mcp-ezpath Claim 1
Base DEX meta-router. Races 0x, ParaSwap, Aerodrome & Uniswap V3. Best quote. X…
N/A N/A 81
38497
kao273183
mk-qa-master Claim
AI 測試大師 — end-to-end QA loop over MCP. Drives pytest / Jest / Cypress / Go / Ma…
N/A N/A
38498
elara-labs
Index your codebase. AI searches instead of re-reading files. 94% token savings.
N/A N/A
38499
fastmcp-me
A unified MCP server for querying and managing multiple database types (Postgre…
38500
0xDegenMo
lighter-mcp Claim
MCP server for [Lighter](https://lighter.xyz) — a zero-fee zk-rollup perpetual …
Showing 38451–38500 of 43430 servers
« Prev 1 768 769 770 771 772 869 Next »