MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64701
gattaa
uniboh Claim
MCP server for University of Bologna services, enabling access to Virtuale, tim…
64702
opensensor
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
81
64703
agiulucom42-del
Production-ready template for building MCP servers with TypeScript, featuring e…
N/A N/A
64704
m4dd0c
Generates .m3u playlists on the user's PC based on their current mood or theme,…
N/A N/A
64705
howbizarre
A foundational MCP server for integrating B2Bizzio business intelligence servic…
N/A N/A
64706
cyanheads
Look up US healthcare providers in the NPPES NPI registry and resolve NUCC spec…
64707
Dayananda-D
devcdp Claim
Provides AI assistants with full browser DevTools access for debugging, includi…
N/A N/A
64708
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
64709
babelwrap
An MCP server that gives AI agents web browsing superpowers via the BabelWrap A…
N/A N/A
64710
fastmcp-me
Enables PDF manipulation including text, images, annotations, form fields, page…
N/A N/A
64711
lucasmetron
An MCP server that provides AES-256-CBC encryption and decryption tools, resour…
N/A N/A
64712
petergarety
gdrive-mcp Claim
A Model Context Protocol (MCP) server that provides AI assistants with secure a…
64713
cgaspard
webappmcp Claim
Enables AI assistants to interact with web applications through DOM inspection,…
64714
indigokarasu
mcp-plu-upc Claim
MCP server for looking up product information by UPC, EAN, GTIN barcodes and PL…
64715
dkeeno
Scans AWS environments and generates professional architecture diagrams showing…
64716
mattwagstaff
Australian and New Zealand PII detection and sanitisation for AI agents, using …
N/A N/A
64717
jkolarov
Enables AI agents to create and manage trackable QR codes (URLs, Wi-Fi, WhatsAp…
64718
CSOAI-ORG
rag-knowledge-graph-mcp MCP server by MEOK AI Labs
N/A N/A 95
64719
SupaKang
corpuskit Claim
Enables AI coding agents to search documentation and query constraints via MCP …
N/A N/A
64720
TJC-LP
Enables AI-powered document automation and data manipulation with Coda.io throu…
64721
dhinalata21-ctrl
Enables sending files to LocalSend devices on the local network by scanning for…
N/A N/A
64722
davidmosiah
Dry-run-first Google Ads search-term intent analyzer and negative-keyword MCP f…
N/A N/A
64723
yksanjo
Local explicit memory vault exposing MCP tools for storing, searching, and mana…
64724
Oliver0804
cynthion-mcp Claim
Drive a Cynthion USB test instrument from an LLM via the Model Context Protocol…
N/A N/A
64725
LINZO-AT
Enables AI-assisted planning inquiries by exposing PP/DS OData APIs as MCP tool…
64726
TychiWallet
Enables AI agents to perform gasless cross-chain transactions by paying with su…
64727
wizardofweb125-lab
Enables AI agents to control Chrome browser actions like navigation, clicking, …
N/A N/A
64728
OhaoTech
A local MCP server plus a bundled Godot editor addon that lets an AI agent crea…
N/A N/A
64729
DevDs1989
t-rush-mcp Claim
MCP server for t-rush. Exposes TODO/FIXME scanning and streak tracking to AI ag…
N/A N/A
64730
myrddian
Anchor Claim
a self-hostable Java/Spring Boot service for source-grounded chunk validation a…
64731
elhassane1230
mcp-rag Claim
Enables semantic search and question answering over a knowledge base using hybr…
N/A N/A
64732
dddvchang
A proxy server that enables communication between clients (like Claude AI or VS…
81
64733
NovadaLabs
novada-mcp Claim
One MCP server. All web data. Search, scrape, crawl, proxy, and AI research — i…
64734
nikships
MCP server for Google's Gemini 3.1 Flash Image that enables fast, high-resoluti…
64735
BobMerkus
Enables spawning ephemeral Model Context Protocol (MCP) servers on Kubernetes u…
64736
Casius999
A sovereign Google marketing-agency control plane over the Model Context Protoc…
64737
davidmosiah
MCP stdio bridge for the Delx Protocol: continuity, witness, recovery, ontology…
N/A N/A
64738
shaxzodbek-uzb
agentrecall Claim
Provides persistent, searchable memory with hybrid keyword and semantic search,…
N/A N/A
64739
dacheah
A read-only MCP connector for searching, fetching, and citing provenance-tracke…
64740
cryptoken
Enables AI assistants to access Google Trends data for comparing keywords, disc…
N/A N/A
64741
WebpageFX
LTC Catalog Claim
Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
N/A N/A 95
64742
ivan-movw
InboundPilot — AI Autopilot for Lead Qualification via Instagram, WhatsApp & Me…
81
64743
pnmice
Effortlessly orchestrate and oversee Docker environments from anywhere, using n…
N/A N/A
64744
randalleast-beep
Provides DNS lookup and email authentication diagnostic tools (SPF, DKIM, DMARC…
64745
mcpcatalogs
mcpcatalogs Claim
Enables AI assistants to search, compare, and get detailed information about MC…
64746
hhldiniz
MCP server for managing GitLab repositories — merge requests, pipelines, branch…
64747
faressoft
Enables AI agents to execute SQL queries and explore Snowflake databases using …
64748
Steph-ux
Android MCP Claim
Enables full Android control from any AI agent via 7 MCP tools, including scree…
N/A N/A
64749
Tyguy047
A self-hosted MCP server providing private web search, web page fetching, and c…
N/A N/A
64750
ashleyevz89-hue
Enables AI agents to store, retrieve, and self-improve procedural memories (les…
N/A N/A
Showing 64701–64750 of 67291 servers