MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46801
found402
Gives your agent spending awareness it doesn't have natively. Tracks cumulative…
81
46802
avadev
Access Avalara AvaTax API for tax calculation, transactions, nexus management, …
46803
airmang
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
N/A N/A 95
46804
verbart
tradernet Claim
N/A N/A 95
46805
RahulShitole28
Connect your AI assistant to Habitize's emotional wellness platform to analyze …
N/A N/A 95
46806
JessieJanie
skim402 Claim
Clean web reader for AI agents. Pays $0.002/call in USDC on Base via x402. No A…
N/A N/A
46807
DrSmile444
MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…
N/A N/A
46808
venikman
fpf-memory Claim
This MCP server provides a deterministic index of the First Principles Framewor…
46809
PJW2004
job-search Claim
Search Korean job postings from JobKorea and Saramin by company name
N/A N/A 95
46810
benseverndev-oss
InferMap Claim
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. …
46811
alcastaro
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.1…
N/A N/A
46812
Security scanning and trust verification for AI agent tools.
N/A N/A 81
46813
aurekai
aurekai-mcp Claim
Aurekai MCP server for akai doctor, manifests, artifacts, feature queries, and …
N/A N/A
46814
Licinexus
mcp Claim
Brazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4…
N/A N/A
46815
CSOAI-ORG
password-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46816
Noriget
AgentCron Claim
Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…
46817
blackwell-systems
knowing Claim
Content-addressed code graph with 22 MCP tools for AI agents.
N/A N/A
46818 N/A N/A 95
46819
ricardosouza.comercial
avaliabem Claim
N/A N/A 95
46820
AliceLynxx
Provides secure access to local files from specified directories. Enables listi…
N/A N/A
46821
thebrierfox
The Stall Claim
x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
46822
Joel-hanson
Enables natural language interaction with Django REST Framework APIs by auto-di…
46823
ssmancha
Jeikin Claim
Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evid…
46824
s3rgiosan
Read-only MCP server for exploring WordPress MySQL/MariaDB databases. Provides …
46825
RohitYajee8076
backburner Claim
Run long shell commands as background tasks: start them, keep working, collect …
N/A N/A
46826
DiegoLopez0208
Model Context Protocol server for RPG Maker MV project management. Provides 102…
N/A N/A
46827
wmarceau
Search and compare concert ticket prices across platforms
N/A N/A 75
46828
CSOAI-ORG
hipaa-compliance-mcp MCP server by MEOK AI Labs
N/A N/A
46829
YothisisTroy
Filesys Claim
A Filesystem MCP server that allows an LLM to read and list files from a specif…
N/A N/A 95
46830
senderkit
SenderKit Claim
Build and send email, SMS, and push straight from your AI agent.
46831
google
A Model Context Protocol (MCP) server for Chrome Enterprise Premium that expose…
46832
jmagar
Enables searching Overseerr media, retrieving TMDB-backed details, and submitti…
46833
google-marketing-solutions
Enables LLMs to interact with Google Ads accounts via tools like list_accounts …
46834
award-flight-daily
Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…
81
46835
PDBeurope
Provides seamless access to the Protein Data Bank in Europe (PDBe) API and sear…
46836
shanjai-raj
Commune Claim
Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search,…
N/A N/A 83
46837
revelata
Fundamental data, including operating KPIs, you can't even find on Bloomberg — …
81
46838
QuartzUnit
Embgrep Claim
Local semantic search — embedding-powered grep for files, zero external service…
N/A N/A 95
46839
LostSunset
Enables Claude Code to convert PDF files to high-quality PNG images, download a…
N/A N/A
46840
achreftlili
Code Index Claim
SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
N/A N/A
46841
octobrain Claim 1
Persistent memory for AI assistants with semantic search and knowledge graph re…
N/A N/A 81
46842
folosat-mcp Claim 1
Folosat MCP — income allocation, savings goals, group expenses and wealth track…
N/A N/A 81
46843
chamade
Chamade Claim
Voice and chat gateway for AI agents. Joins voice meetings and DMs on Discord, …
81
46844
logo-kit
Company & brand data by domain or ticker/ISIN: industry, headcount, HQ, social,…
46845
davidmosiah
whoop-mcp Claim
Privacy-first, unofficial WHOOP MCP server for AI health, sleep, recovery, and …
N/A N/A
46846
dinosaur24
nodehero Claim
AI workflow error analysis for n8n, Make, Zapier, and 10+ platforms.
N/A N/A 95
46847
mcp-sse-demo-02 Claim 1
Spring Boot MCP 服务器(示例占位描述),通过 GHCR 以 OCI 镜像发布至 MCP Registry。
N/A N/A 72
46848
Parsegl
mcp Claim
See how ChatGPT, Claude, Perplexity, and Gemini cite brands, prompts, and sourc…
46849
dsd
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
81
46850
cletcher
chaprola Claim
Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs vi…
N/A N/A 83
Showing 46801–46850 of 47066 servers
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