MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42251
Rajath2000
Enables AI assistants to read recent emails and fetch full email content from a…
N/A N/A
42252
jsztdu
An MCP server that integrates the SearXNG API to provide web search with pagina…
42253
Saml1211
A production-ready MCP server that connects AI assistants to the D-Tools System…
N/A N/A
42254
CSOAI-ORG
Agent Token Budget MCP — hard per-session token + spend cap with signed budget-…
81
42255
oee-mcp Claim 1
Overall Equipment Effectiveness tools for AI agents: factors, waterfall, six lo…
N/A N/A 81
42256
danchev
openmarkets Claim
A Model Context Protocol (MCP) server for agentic retrieval of financial data f…
42257
SakuraCianna
Enables AI coding agents to orchestrate the full software development lifecycle…
42258
0215AndrewFeng
ACE-MCP Claim
Enables AI clients to perform local code search, indexing, and analysis across …
N/A N/A
42259
aousabdo
Measures AI-detection risk in text and provides a line-by-line rewrite plan to …
42260
thrivecausemetics
A Model Context Protocol server for TrackJS error monitoring that allows you to…
42261
shanjai-raj
Commune Claim
Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search,…
N/A N/A 83
42262
a-church-ai
Catholic AI compass: system prompts from Pope Leo XIV's encyclical Magnifica Hu…
N/A N/A
42263
the-dev-kumar
Colab MCP Claim 1
A Model Context Protocol server that enables users to control and interact with…
81
42264
marcoshenriquemaia
BridgeAI Claim
Hospedagem no Brasil que o agente opera: cria banco, publica, lê log e diz o cu…
42265
rahuljava2807
Pipes Claude Code session output into Claude Chat — no more copy-paste between …
N/A N/A 95
42266
bughide010
hide12131232 Claim
N/A N/A 95
42267
heungmangoo-art
saju Claim
Korean Four Pillars (Saju) astrology — birth charts, Day Masters, Five Elements…
N/A N/A 95
42268
yatinkoul
distill-mcp-v2 is a high-performance, network-dependency-free Python FastMCP se…
42269
rjlopezai
VERITAS Claim
Multi-model consensus verification for AI agent pipelines. 5 MCP tools: verify_…
N/A N/A 95
42270
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
81
42271
Intellectaco
kuickr Claim
Host an agent's pages at clean, permanent URLs. Publish, organize, edit, search…
42272
creditgps
Canadian credit: statement-cycle and utilization math, plus bureau and reportin…
42273
Considus
Read, organise and carefully-gated send for Proton Mail, without your mail leav…
N/A N/A
42274
kubedoll-heavy-industries
mcp-helm Claim
Provides AI assistants with real Helm chart data from repositories, enabling ac…
42275
k-krawczyk
Enables management of Proxmox VE virtual environments (VMs, containers, storage…
N/A N/A
42276
myheisenberg
Enables MySQL database operations through MCP, including executing SQL queries,…
42277
cuttlefish-1997
CAPTCHA-MCP Claim
Enables AI assistants to control a real Chrome browser with trusted mouse input…
N/A N/A
42278
hbmun
Monitors AWS infrastructure including EC2, RDS, S3, SQS, CloudWatch, and more t…
42279
modelscope
FunASR Claim
Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, spea…
N/A N/A
42280
junter1989k-ai
Ghana payments for AI agents — MTN MoMo via Paystack. Never holds funds.
42281
BlackhatShiftey
seam-runtime Claim
SEAM: local-first memory runtime for AI agents, with retrieval and glassbox pro…
N/A N/A
42282
jdalethoughtbox
thoughts Claim
An MCP server that provides read access to your cloud storage providers, bank a…
42283
FoundryNet
x402-gated web search gateway. Tools: search, search_enriched.
42284
pipelinescientists
coldsend-mcp Claim
AI-native cold email campaign management via Model Context Protocol. ## What Y…
81
42285
Next2D
MCP server for Next2D application development that generates code following MVV…
N/A N/A
42286
abrose1
Provides AI agents with structured access to the U.S. EIA Open Data API for ene…
42287
AIWerk
ClawHub.ai skill catalog: search, browse, inspect, and download skills (token u…
N/A N/A
42288
theYahia
Provides access to Neshan Maps API (Iran) for geocoding, directions, and place …
42289
momotime7584
Enables AI assistants to download, convert (HTML to PDF), and parse SEC EDGAR f…
N/A N/A
42290
tmlksu
MCP server for structural editing of Jupyter notebook cells (list, read, insert…
N/A N/A
42291
vidofy
Vidofy Claim
Generate video, images, audio and speech with Vidofy — Veo 3.1, Kling 3.0, Flux…
42292
lukisch
43 tools for filesystem, process management, sessions, search, OCR, ZIP, and PD…
N/A N/A 95
42293
CSOAI-ORG
MCP server for subscription tracker ai. Features add subscription, get total sp…
N/A N/A
42294
jinhongzou
Provides free, open-source access to China A-share financial data for quantitat…
42295
linegeek
Prototype of a Model Context Protocol (MCP) server that provides access to X-ra…
N/A N/A
42296
kevics1
A geographic ontology layer MCP server that exposes hierarchical relations, top…
N/A N/A
42297
Aekkaratjerasuk
TaskFlow MCP Claim
A task management Model Context Protocol server that helps break down user requ…
N/A N/A 95
42298
ICJIA
Enables querying a self-hosted Plausible Analytics instance to retrieve compres…
N/A N/A
42299
CPZ-Lab
CPZAI Claim
Build, backtest, and deploy quantitative trading strategies from your AI agent.
42300
gunjanjp
A comprehensive Model Context Protocol (MCP) server that enables Claude and oth…
N/A N/A
Showing 42251–42300 of 67197 servers
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