MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49851
kscz0000
Automatically generates Chinese README documentation and mind maps for project …
N/A N/A 95
49852
yan252
MCP server for SAP UI5/OpenUI5 development, enabling creation of UI5 apps, API …
N/A N/A
49853
pipeworx-io
Provides satellite orbital elements (TLE / GP data) for any tracked object via …
49854
arjunthilakeros
Enables Claude Code to request independent code reviews and second opinions fro…
N/A N/A
49855
vnnivas
Enables Claude to search Reddit posts, monitor subreddits, read comments, and s…
49856
kargnas
Local MCP bridge that exposes the ChatGPT Figma connector to OpenCode without l…
N/A N/A
49857
miguelplaza17
A deployable MCP server on Cloudflare Workers that allows you to create custom …
81
49858
malkreide
fedlex-mcp Claim
MCP Server for Swiss federal law — search the SR, monitor legal changes, and qu…
49859
metamintbtc
A modern Model Context Protocol (MCP) Server for Windows Screenshots built with…
N/A N/A
49860
russelenriquez-agile
Enables interaction with Tableau Cloud and Tableau Server through the REST API,…
81
49861
Nicvank
A local OCR MCP server that extracts text from images using PP-OCRv6 for fast t…
N/A N/A
49862
waream2
An Express + TypeScript starter for building stateless MCP servers with explici…
49863
earchibald
A state persistence layer that enables seamless handoffs between different AI c…
N/A N/A 95
49864
faborubio
Acopia Claim 1
MCP server for querying and simulating the dispatch plan of a solar PV + batter…
81
49865
mgao
JobDataLake Claim
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
81
49866
CSOAI-ORG
job-description-ai-mcp MCP server by MEOK AI Labs
N/A N/A
49867
hassav19-40y9
Teardrop Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
81
49868
optimikelabs
MCP server for Obsidian that exposes tools for reading/writing notes, managing …
49869
derekalia
Enables discovery, search, generation, and management of AI models via fal.ai, …
49870 N/A N/A 95
49871
AlekMel
Full-featured MCP server integrating all 71 endpoints of the Weeek API as MCP t…
49872
gvbigdata
Enables users to access and manage their Gmail and Google Drive data via a Stre…
49873
MetaLift-AI
metalift Claim
Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools
N/A N/A
49874
ashwanijha04
Give long term memory to your agents without building the RAG pipelines.
49875
NacoSolutions
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
N/A N/A 95
49876
ThakurAnketPratapSingh
Enables MCP-compatible clients to delegate senior software engineering tasks li…
N/A N/A
49877
6rz6
A Model Context Protocol (MCP) server for interacting with the Solana blockchai…
49878
AAChibilyaev
Enables Claude and Claude Code to manage AACWorkflow tasks, agents, projects, s…
49879
CSOAI-ORG
Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 …
N/A N/A
49880
lemaiwo
Enables AI assistants to manage SAP Cloud Integration (CPI) landscapes through …
49881
mossipcams
Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…
49882
KharalDipendra
trello-mcp Claim
Enables AI agents to inspect and update Trello boards via the Trello REST API, …
49883
Gwyn-Ahchoo
A TypeScript MCP server boilerplate providing example tools and resources for r…
N/A N/A
49884
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
49885
ryanda9910
erdlens Claim
MCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeO…
N/A N/A
49886
junter1989k-ai
Luxembourg Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get …
49887
hungdannt
Enables AI assistants to interact with Odoo ERP systems, allowing operations li…
49888
nzrsky
Provides structured access to Xcode development tools including xcrun, xcodebui…
N/A N/A
49889
@Kapeli
dash-mcp-server Claim
N/A N/A 95
49890
Descomplicar-Marketing-e-Tecnologia
Enables management of CentOS Web Panel hosting accounts, SSL certificates, FTP …
49891
yaterf
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
49892
mustafaTokmak
Run AI agents in VM-isolated sandboxes on your Mac.
N/A N/A
49893
Avicennasis
A schema-aware MCP server for Redmine that validates issue writes against workf…
N/A N/A
49894
BrettNye
Stoa Claim
Persistent shared memory for AI coding agents that turns a folder of markdown f…
49895
zent7x
mcp-guard Claim
Adds security capabilities like port scanning, TLS inspection, DNS enumeration,…
N/A N/A
49896
sbl-sdsc
Converts natural language queries into Cypher queries against the NASA GeneLab …
49897
boivert
Stage AI MCP Claim
This MCP server replicates how a creative strategist gathers context by expandi…
81
49898
l0kifs
Enables private web search and webpage content extraction using a local SearxNG…
N/A N/A
49899
shark-bot-0118
An MCP server that automatically generates static websites from natural languag…
N/A N/A 95
49900
youngitn
A Model Context Protocol server that provides access to HashiCorp Consul's func…
Showing 49851–49900 of 66502 servers