MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41251
zeroth-settlement
agdel-mcp Claim 1
MCP server for AGDEL. Agents can create, buy, deliver, reveal, and settle signa…
N/A N/A 75
41252
one710
A pluggable vector memory server for semantic search and long-term memory, with…
41253
silly-geese
estonian-mcp Claim
An MCP server that integrates EstNLTK to provide Estonian language tools (morph…
41254
KvFxKaido
A Playwright-based MCP server that prioritizes browser observation over automat…
N/A N/A 95
41255
asgard-ai-platform
MCP TDCC Claim
MCP server for TDCC OpenData, enabling natural language query of Taiwan securit…
41256
Yash-0620
Enterprise PostgreSQL MCP secured by Aegis Zero-Trust to block unauthorized SQL…
N/A N/A
41257
Derron-Knox
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
41258
ZebpayRajesh
MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orde…
N/A N/A 75
41259
RocketMaDev
pwndbg-mcp Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
41260
CBEPX
MCP server that enables interaction with Talos Linux clusters via gRPC API, sup…
41261
jaspertvdm
MCP server for jis: bilateral intent identity verification. Enables users to ve…
41262
opensearch-project
MCP server for OpenSearch that enables AI assistants to interact with OpenSearc…
41263
albert-mr
A comprehensive MCP server for generating sophisticated GenLayer Intelligent Co…
41264
hiing
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
81
41265
aissablk1
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
N/A N/A
41266
srotzin
MCP server for trademark first-use attestation with post-quantum dual-signed re…
41267
aayoawoyemi
ori-memory Claim
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and …
N/A N/A 95
41268
abenassi
Real-time Argentine open data: dollar rates, BCRA, INDEC, AFIP, INFOLEG, SEPA p…
41269
kim-go-chon
Enables searching and retrieving tax law data from the Korean National Tax Serv…
41270
docat0209
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
N/A N/A 95
41271
abhiyoheswaran1
projscan Claim
Agent-first code intelligence over MCP. 11 langs, 46 tools, repo understanding.…
N/A N/A
41272
theagoralabs
theagora Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
N/A N/A 83
41273
dealermax
mcpmax Claim
Italian automotive platform, AI-ready Cross-dealer semantic search across 100+ …
81
41274
Futurykon
Connects AI agents to the Futurykon prediction platform, enabling them to query…
41275
codescept
Enables users to perform SQL query execution, schema exploration, and performan…
N/A N/A 95
41276
getcyphrex
Cyphrex Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
41277
nomadslayer
Enables deployment and management of GPU workloads across multiple cloud provid…
81
41278
adicted07-lang
Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
41279
cyanheads
Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or k…
N/A N/A
41280
aditya201551
Context Book Claim
Stop re-explaining yourself to Agents. Give it the right context, right when ne…
41281
pmarmaroli
vocametrix Claim
Official MCP server for the Vocametrix voice analysis API. Gives AI assistants …
41282
IDNSIDNS
MCP server for French (BOAMP) + EU (TED) public procurement data via TenderAPI.
N/A N/A
41283
coreyepstein
A Gmail MCP server for Claude Code that enables full email management across mu…
41284
tessera-llm
MCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift det…
41285
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
41286
BACH-AI-Tools
Provides tools to scrape, extract structured data, and crawl webpages, with acc…
81
41287
adkit
Ads MCP Claim
Create, launch & analyze ad campaigns, spy on competitors — Meta, Google, TikTo…
41288
Secure, read-only access to Amazon Redshift with schema introspection and smart…
N/A N/A 81
41289
CSOAI-ORG
A2A Governance Bridge MCP server. Tools: verify agent compliance, authorize a2a…
N/A N/A
41290
deliberation Claim 1
Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400…
N/A N/A 81
41291
Riocloud
Enables AI agents to fetch and digest content from 30+ platforms (Twitter, YouT…
N/A N/A
41292
info-kk33
## AskMia eSIM MCP Server AskMia MCP Server enables AI agents to search and se…
81
41293
cerebrixos-org
Fine-tune LLMs on code repos — autocomplete (Cody/QLoRA) and bug-fix (SIERA) ag…
N/A N/A 83
41294
chrischall
MuseScore for Claude — search sheet music and read score metadata via your sign…
N/A N/A
41295
fpytloun
mnemory Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
41296
tanwithme
Enables MCP-enabled LLMs to create, backtest, and trade automated investing str…
41297
Jing-yilin
Provides access to Product Hunt data via the Product Hunt API v2, enabling quer…
41298
cletcher
chaprola Claim
Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs vi…
N/A N/A 83
41299
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
41300
agent-sudo-mcp Claim 1
MCP adapter for Agent_Sudo: authorization, delegation, provenance, and audit fo…
N/A N/A 81
Showing 41251–41300 of 43459 servers
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