MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51951
Kjopstad-IT
rqwstr Claim
AI-native HTTP security testing MCP server — 17 tools with raw HTTP/1.1 + HTTP/…
N/A N/A
51952
adam-messinger
cashflow Claim
Personal finance ledger for AI agents — query spending, track bills, forecast c…
51953
valuein
Institutional-grade SEC financial data for AI agents — in one line of config. …
81
51954
jack-whimvy
MCP server that connects AI coding tools to VibeCompass projects for reading co…
N/A N/A
51955
williajm
MCP Kafka Claim
An MCP server that enables AI assistants to safely interact with Apache Kafka c…
51956
St0neCl0ud
steam-mcp Claim
Connects Claude to your Steam library via the Steam Web API. Query your games, …
81
51957
multidimensionalcats
kanban-mcp Claim
An MCP server that provides a database-backed kanban board with 40+ tools for A…
N/A N/A
51958 N/A N/A 95
51959
RajdeepDas43
Governed memory for AI agents (Paramind AI): conflict-checked writes, time-trav…
N/A N/A
51960
omdv
Provides an MCP server for Interactive Brokers trading operations, managing an …
51961 N/A N/A 95
51962
Obra-Studio
Enables AI assistants to read, create, and modify Figma designs, synchronize de…
51963
skamei0214
Exposes a single tool for Claude to fetch recent Strava activities, including d…
N/A N/A
51964
the78mole
Enables querying German distribution grid operator data from vnbdigital.de and …
51965
mcpland
jenkins-mcp Claim
Provides AI assistants with full access to Jenkins CI/CD systems, enabling quer…
51966
fastmcp-me
Enables DuckDB database interaction through MCP, supporting SQL queries, table …
N/A N/A
51967
getcustomaise
customaise Claim
Connects AI coding agents to the Customaise Chrome extension, enabling manageme…
N/A N/A
51968
jonigl
Demonstrates how to create a simple MCP server with streamable HTTP transport, …
N/A N/A
51969
raboley
ado-mcp Claim
An MCP server that provides Azure DevOps integration for AI assistants, enablin…
51970
ondics
Enables browsing and managing CKAN data portals through MCP-compatible clients …
51971
clauxel
A paid remote MCP for ppt-master, built to return verdicts, receipts, usage log…
51972
nicecai
SlideMaster Claim
Create AI presentation videos with slides, narration, TTS audio, and MP4 export…
N/A N/A 83
51973
calclavia
mcp-obsidian Claim
This is a connector to allow Claude Desktop (or any MCP client) to read and sea…
N/A N/A 95
51974
yurilopes
Browser automation MCP server using Pydoll, enabling agents to navigate, observ…
N/A N/A
51975
160K deductive JSON constraints enforce LLM character consistency — eliminate p…
N/A N/A 69
51976
Choppaaahh
interline Claim
Neutral, non-custodial MCP payment router: discover rails, then pay across them.
N/A N/A
51977
kcjonnyc
Enables AI assistants to search news articles, get top headlines, and browse so…
51978
ZengLiangYi
ChatCrystal Claim
Local-first AI PKM memory for coding conversations.
N/A N/A
51979
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
81
51980
SamerElhamdo
Enables AI assistants like Claude to manage Binance USDⓈ-M Futures trading thro…
N/A N/A
51981
PierrunoYT
An MCP server that enables high-quality image generation using OpenAI's GPT-Ima…
81
51982
groundcobra009
Enables AI assistants to directly access and analyze Strava activity data, incl…
N/A N/A
51983
KyleVick4
Exposes NCBI PubMed as MCP tools for searching literature, fetching abstracts, …
51984
bergeramit
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
N/A N/A 95
51985
pipeworx-io
Gdelt Claim
GDELT MCP — Global Database of Events, Language, and Tone (free, no auth)
51986
bytario Claim 1
40 MCP tools for image, PDF, QR, barcode, data, text, color, and render operati…
N/A N/A 69
51987
AIWerk
Read-only access to Wise (TransferWise) personal API for profiles, balances, ex…
51988
tharun99856
Enables multi-modal travel planning for India, aggregating flights, trains, bus…
51989
kkeeling
Integrates TimeCamp time tracking into AI assistants, enabling real-time timer …
51990
Sourav4670
postman-mcp Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
51991
lazymac2x
Cloudflare Workers MCP server: cron-collision-detector
51992
Tiansiyu-tj
Allows AI assistants to fetch and read Enterprise WeChat documents in real time…
N/A N/A
51993
LangGPT
ohmytoken Claim
Provides real-time token pricing for AI models, model comparison, cost calculat…
N/A N/A
51994
miloira
一个基于MCP的Python REPL服务器,支持多会话管理、代码执行、历史记录回放和包安装,为AI提供Python解释器能力。
51995
praeceptor-thesis
Search the skill-builder registry and auto-install skills for Claude Code, Curs…
N/A N/A
51996
lazymac2x
Cloudflare Workers MCP server: ai-rate-limit-tracker
51997
automatikstudio
An AI-powered server that generates realistic, customizable customer testimonia…
81
51998
miharu8686
An MCP server that enables code review by having two LLMs (Claude and GPT-4o) i…
N/A N/A
51999
Christopher-AS
riv-mcp Claim
Riv MCP server — a thin shell over the Riv authorization API (authorize, get_ac…
N/A N/A
52000
equipdash
EquipDash Claim
EquipDash is a rental, booking, and experience management platform for equipmen…
81
Showing 51951–52000 of 54421 servers