MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51151
anboyu-alt
Analyzes Korean DART (Financial Supervisory Service) public disclosures to dete…
51152
pedronahum
Enables AI assistants like Claude to discover, validate, and simulate all 18 AC…
51153
InfoseekAI
Search Google, Skyscanner, Skiplagged, Booking.com in real time. Get your API k…
81
51154
yash194
Recall Claim
MCP server providing AI agents with a typed-edge graph memory layer that enable…
51155
mcpsovereign
A two-sided marketplace that enables AI agents to buy and sell datasets, prompt…
81
51156
asklokesh
loki-mode Claim
Autonomous spec-to-product coding-agent CLI with an MCP server exposing 34 tool…
N/A N/A
51157
Moiuid
image Claim
N/A N/A 95
51158
respond-io
Enables seamless integration with Respond.io API for contact management, messag…
51159
akhilthomas236
GitScribe Claim
GitScribe is an MCP server that enables intelligent web scraping of Git-based d…
51160
nexgendata-apify
Two focused tools: store-level analysis (theme, apps installed, traffic estimat…
81
51161
theSynthOS
SynthOS Claim
AI-powered DeFi yield routing. Deposit into risk-scored yield bundles, analyze …
81
51162
Sahib-Sawhney-WH
AI-native browser for agents. 71 tools with self-healing, semantic extraction, …
N/A N/A 81
51163
kelkalot
An MCP server that provides classic computer vision feature extraction tools (c…
N/A N/A
51164
goranocokoljic
Indexes codebases and lets AI agents retrieve precise code snippets (functions,…
51165
volkan-m
Empowers AI agents to see, reason, and control computers via VNC, providing adv…
51166
bernardjhuang
agenttune Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
51167
kustodia
Agentic escrow payments for AI agents. Create, fund, and release escrow payment…
81
51168
forgemeshlabs
Scans websites to evaluate agent-readiness and produce an ASO Score Report acro…
N/A N/A
51169
toothlesstarantula
mcp-finance Claim
MCP server for capturing and classifying daily expenses, built with Node.js and…
51170
persist-1
基于 DrissionPage 的模型上下文协议 (MCP) 服务,为 AI 助手提供强大的浏览器自动化能力。
N/A N/A
51171
anchore
Enables AI assistants to perform vulnerability scanning using Grype, supporting…
N/A N/A
51172
axel-belfort
DNS record lookup API for AI agents. Query A, AAAA, MX, TXT, CNAME, NS, SOA, an…
81
51173
oldsnakenewtrik
A stateless MCP server that exposes RedTrack attribution data via two endpoints…
51174
kitimark
Bridges your claude.ai authorized connectors (Slack, Atlassian, Gmail, Google C…
N/A N/A
51175
babyblueviper1
Capital-scale-aware /review (Sentinel mode) + sandbox + inference for agent fle…
51176
sudenlee
Enables AI agents to query MongoDB databases and project management REST APIs t…
81
51177
beyondwin
FixThis Claim
Local-first MCP handoff for Jetpack Compose UI feedback and source candidates.
N/A N/A
51178
Trace186
Enables managing a parametric CLI command registry with profile isolation and p…
N/A N/A
51179
bradbogdan
kalendia-mcp Claim
An MCP server for Kalendia that enables AI assistants to manage calendar connec…
N/A N/A
51180
mnoomnoo
MCP server for searching and retrieving structured information from local resum…
N/A N/A
51181
Socialpranker
agentburn Claim
Local profiler for AI agents: burn by source, overnight bill, behavioral forens…
N/A N/A
51182
divineapi
Official MCP server for Indian/Vedic Astrology by Divine API. 78 tools covering…
N/A N/A 95
51183
julianoczkowski
Enables searching and fetching Claude and Anthropic documentation with intellig…
51184
Perufitlife
Web search, clean page reading & one-call research dossiers for AI agents. No A…
N/A N/A
51185
renanpires-tech
Enables backend test quality analysis for GPA e-commerce, including coverage an…
51186
dgallitelli
Enables AI assistants to manage Amazon SageMaker AI resources including endpoin…
51187
OJamals
Provides access to LangSearch's Web Search and Semantic Rerank APIs for AI assi…
81
51188
luminati-io
Discover, extract, and interact with the web - one interface powering automated…
81
51189
@Nikhil-Patil-RI
test-test-test Claim
N/A N/A 95
51190
coreshub
Enables interaction with the CoreHub cloud platform to manage containers, EPFS …
51191
Tool Filter MCP Claim 1
MCP proxy server that filters tools from upstream MCP servers via regex-based d…
N/A N/A 81
51192
denio
test Claim
N/A N/A 95
51193
petri-net-sim
Enables natural language conversion of production and queueing systems into Pet…
51194
bob-reis
mcp-brasil Claim
MCP Server for accessing 36 Brazilian public data sources and 1 agent, enabling…
51195
Sqcows
forgejo-mcp Claim
A Model Context Protocol (MCP) server for Forgejo and Gitea instances, enabling…
51196
deepak-bhardwaj-ps
Smriti MCP Claim
A portable memory server for AI agents, built for the Model Context Protocol (M…
N/A N/A
51197
nimit791
An MCP server that connects to TradingView Desktop via Chrome DevTools Protocol…
N/A N/A
51198
felipeerias
Provides C++ code intelligence tools for AI agents via the Model Context Protoc…
N/A N/A
51199
freema
MCP server that forges pixel art sprites & game assets using Google Gemini — ge…
N/A N/A
51200
adakov589
Slovak court decisions as MCP tools. 12,000+ decisions, GDPR-compliant, pseudon…
Showing 51151–51200 of 56925 servers