MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63651
yingcaihuang
Manage authentik users and groups via API, including creation, group membership…
63652
sjgant80-hub
MCP server for foldkit, exposing 7-prime spine, κ-bands, and 6 fold operations …
N/A N/A
63653
krim404
mem0-mcp Claim
A thin stdio MCP bridge to a self-hosted mem0 OSS server for agent memory, enab…
N/A N/A
63654
jaij52
A FastAPI MCP server that provides access to NewsAPI.org for fetching top headl…
N/A N/A
63655
pelaris
Pelaris Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
81
63656
dealhub-admin Claim 1
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
N/A N/A 81
63657
Lillard01
Generate GSAP animation code through natural language descriptions and integrat…
63658
danielmeppiel
Provides contextual database schema information for large Oracle databases, ena…
63659
jaye773
A powerful MCP server that provides comprehensive Android device automation cap…
N/A N/A
63660
waggle-sensor
A Model Context Protocol (MCP) server for interacting with the Sage Grande Test…
63661
muhammedehab35
Advanced Token-Optimized Object Notation MCP server that compresses JSON with u…
63662
Va1bhav512
Reverse-engineers design videos and images into structured frontend implementat…
N/A N/A
63663
Simple4uhq
SAE4U Memory Claim
Provides persistent memory for Claude with hierarchical categorization, cross-c…
N/A N/A
63664
Probanza-ar
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
N/A N/A
63665
gopal-prakash-codes
Enables travel package management, booking, and itinerary planning through MCP-…
63666
JVinceW
Indexes Unity project assets into a SQLite reference graph and provides an MCP …
N/A N/A
63667
fastmcp-me
Provides a Python-based interface to the Perplexity API for querying responses,…
63668 N/A N/A 95
63669
JeremyDong22
Model Context Protocol (MCP) server for scraping Taobao and Tmall product infor…
N/A N/A
63670
aris4u-dev
An MCP server providing per-client memory, governance, and five tools (ingest, …
N/A N/A
63671
pipeworx-io
Enables searching and querying Indian River County, Florida open geospatial dat…
63672
TheDecipherist
classmcp Claim
Multi-framework MCP server that enables AI to generate clean, semantic CSS clas…
N/A N/A
63673
Kevin29Johnson
A real-time Formula 1 analytics server that lets you ask natural language quest…
N/A N/A
63674
satishpatnayak
MCP Goat Claim
A deliberately vulnerable MCP application for learning MCP security through han…
N/A N/A
63675
Eyalm321
MCP server for Originality.ai that provides tools for AI detection, plagiarism …
63676
alejandrogarcia-hub
Processes and manages applicant resumes, facilitates job searches, generates jo…
63677
romankonoplinai-arch
Provides 43 tools for complete Supabase control including database operations, …
81
63678 N/A N/A 95
63679
extao15
A local CLI and MCP server enabling an LLM to control GarageBand on macOS via A…
N/A N/A
63680
TushaeBXN
engram Claim
Provides persistent, local-first AI memory across sessions via MCP tools for st…
N/A N/A
63681
guglielmo
Integrates with TMetric for time tracking, enabling project listing, timer star…
N/A N/A
63682
work-samirk
Enables appending content to Google Docs and creating Gmail drafts with interac…
N/A N/A
63683
kessenma
An MCP server for tailing Re.Pack/Rspack dev server logs. Enables AI assistants…
N/A N/A
63684
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
N/A N/A
63685
Ddhjx-code
Interactive algorithm coach MCP server that provides guided practice, local cod…
N/A N/A
63686
pytheum
Pytheum MCP Claim
Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents ca…
63687
bfhayes
Wraps the RentCast API to search houses for sale, get valuations, rent estimate…
63688
IndustryLensOp
Browse IndustryLens's published competitive-intelligence reports and head-to-he…
63689
clauxel
A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and …
63690
dravidsajinraj-iex
Generate high-quality images from text prompts using Leonardo AI's advanced mod…
N/A N/A 95
63691
CSOAI-ORG
Translation Ai automation via MCP. Includes translate text, detect language, ch…
N/A N/A
63692
DataAssistIO
Query your org's data in natural language — read-only MCP access to SQL, NoSQL,…
63693
bit-of-a-shambles
A Model Context Protocol (MCP) server for Microsoft Advertising (Bing Ads / Duc…
63694
TonyWang-hub
Read-only merchant data from 8 Chinese e-commerce platforms: orders, products, …
N/A N/A
63695
onmyway133
An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
N/A N/A
63696
rin2401
smithery-mcp Claim
Greet anyone by name with a friendly message. Toggle pirate mode for playful, s…
N/A N/A 95
63697
AnderRahe
Connects AI assistants to Quaderno's tax compliance engine, enabling tax calcul…
N/A N/A 95
63698
ahmeedgamil
semhood Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
N/A N/A
63699
longcreat
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
63700
CDiT-dev
MCP server for Watermelon.ai that exposes all 13 public API endpoints as tools,…
N/A N/A
Showing 63651–63700 of 67291 servers