MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52851
pgupta1795
mcp-docs Claim
MCP server for documentation search that automatically indexes web documentatio…
52852
JacobStephens2
Enables AI assistants to query the Magisterium API for authoritative Catholic C…
52853
cUDGk
http-mcp Claim
Enables LLMs to make HTTP requests with OAuth2, session cookies, retry logic, a…
N/A N/A 95
52854
Unity-Environmental-University
Enables reflective thinking and memory storage with support for multiple AI pro…
81
52855
pipeworx-io
Enables searching and retrieving details from the Harvard Art Museums collectio…
52856
Beta0415
A high-performance, cross-platform MCP server for split-screen window managemen…
N/A N/A
52857
AxolotDevelopment
Enables AI assistants to interact with Axolot CMS for content, design tokens, m…
N/A N/A
52858
Deirfgeiz
Enables capturing evidence, retrieving platform takedown processes, and draftin…
52859
NOTTIBOY137
PoC benign MCP server for update-hijack security research
N/A N/A 95
52860
mqfarooqi1
Enables to search and retrieve chunks from a fictional library's documentation …
N/A N/A
52861
henu-wang
Enables scanning websites for AI search readiness, generating fixes like llms.t…
52862
mcccsm
Enables AI agents to discover x402 payment services and query on-chain-verified…
52863
chrisdail
Provides secure MySQL database access using credentials stored in 1Password, en…
N/A N/A
52864
samimiair
MCP server for Hyperliquid perpetual DEX with 48 tools for trading, monitoring,…
N/A N/A
52865
hello-uvza
SansFiction Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
81
52866
gavinz0228
Provides MCP tools to list and search OpenAI Agents SDK documentation, enabling…
N/A N/A
52867
lazymac2x
Cloudflare Workers MCP server: ai-budget-planner
52868
AdityaRapid
Manage Strapi content and media from one place. Browse content types and compon…
N/A N/A 95
52869
Happyfunnysad
MCP server for retrieving Wildberries product reviews and formatting them as JS…
N/A N/A
52870
peureka
memnant Claim
Persistent memory MCP server that remembers decisions and context across coding…
N/A N/A
52871
quqbaku
Controls FlexSim simulation engine via Model Context Protocol, enabling natural…
N/A N/A
52872
RikitoNoto
MCP server for GMO Coin FX trading, positions, executions, klines, and account …
N/A N/A
52873
Billionaire664
Valta Claim
Financial governance for AI agents — spend gates and audit trail exposed as MCP…
N/A N/A
52874
exe-blue
tools-server Claim
N/A N/A 95
52875
Itguykunal
Integrates with Claude Desktop to generate educational content such as multiple…
52876
ccmdi
Generates flashcards from Obsidian notes using obsidianki, with support for not…
N/A N/A
52877
simonblanco
kanban Claim
N/A N/A 95
52878
Enigma-Memory
Offers MCP tools for managing a local AI memory vault, including remembering, s…
N/A N/A
52879
Hei33enberg
{GIN} verdict, M-Value AVM, market facts + semantic search for Moroccan real es…
N/A N/A
52880
Posuceius
Connects AI assistants like Claude and Gemini to Roblox Studio, enabling game s…
N/A N/A
52881
schwarztim
Enables AI assistants to perform domain reconnaissance using theHarvester OSINT…
52882
paean-ai
Enables AI agents to send and receive USDC stablecoin payments on Base and Sola…
52883
jihoho12
Automatically organizes and merges learned CS knowledge into a graph structure …
N/A N/A
52884
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
52885
OlegStanKoptev
fintablo-mcp Claim
Read-only MCP server that computes financial answers, such as work-in-progress …
52886
akhilthomas236
Enables retrieval of relevant context from Confluence pages using RAG and Chrom…
52887
gzarog
fitMCP Claim
A multi-platform fitness MCP server that syncs data from Garmin, Strava, Google…
N/A N/A
52888
miloira
Enables AI assistants to inspect and automate Windows desktop UI elements by ex…
N/A N/A
52889
Paillat-dev
topgg-mcp Claim
Enables AI assistants to manage Top.gg bot or server listings, including updati…
N/A N/A
52890
HealthyApps
Enables querying health data from the Health Auto Export app on iPhone/iPad via…
N/A N/A
52891
SmartAI
Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agen…
N/A N/A
52892
AiraAlfredSF
An MCP server that provides CLI coding agents with persistent decision memory, …
52893
hanzochang
Enables users to generate color palettes (complementary, analogous, triadic, et…
N/A N/A
52894
moondef
otel-mcp Claim
MCP server that gives AI agents access to your application's OpenTelemetry trac…
N/A N/A
52895
asm-hangang
MCP server for indexing source code from repositories into a Neo4j graph databa…
52896
team
MCP server for Terraform — automatically validates, secures, and estimates clou…
N/A N/A 95
52897
jcm4TX
ocrmypdf-mcp Claim
Exposes ocrmypdf as a single tool for OCR-ing scanned PDFs, with automatic PATH…
N/A N/A
52898
andrewLi1994
Enables Codex to interact with Gemini Web through browser automation, allowing …
N/A N/A
52899
LaGrowthMachine
Analyze LinkedIn & email outreach campaigns, track pipeline performance, and re…
52900
prodline-ai
erp-mcp Claim
Exposes ERP data (production orders, inventory, BOM, customers) to any MCP clie…
Showing 52851–52900 of 67226 servers