MCP Server Quality Scores

Independent quality analysis of 64153 public MCP servers

64153
Discovered
30362
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62701
masahiro-999
MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to …
N/A N/A
62702
yangfeng20
An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances…
N/A N/A
62703
CSOAI-ORG
mica-crypto-mcp Claim 1
Markets in Crypto-Assets (MiCA) Regulation (EU) 2023/1114 compliance for EU cry…
N/A N/A 81
62704
Memory for AI agents that can't hallucinate — cited or abstains, provable forge…
N/A N/A 81
62705
runpod
RunPod Claim
Manage your RunPod cloud resources directly through an MCP-compatible client. C…
N/A N/A 95
62706
uyuni-project
Bridges LLMs with Uyuni infrastructure management, enabling natural language sy…
62707
OfekBenEliezer
MCP on Azure Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
62708
carlosventurar
mcp-typebot Claim
Enables natural language management of Typebot bots: create, update, publish, l…
N/A N/A
62709
returnSGD
Transforms Chinese queries into ranked arXiv paper recommendations, with transl…
N/A N/A
62710
davinoishi
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
N/A N/A
62711
sanjana-pier39
negotiate-mcp Claim 1
MCP server for the negotiate.v1 protocol, enabling Claude to discover stores, l…
81
62712
TarasKhust
MCP server for Jira and Confluence integration with 32 tools for managing ticke…
62713
aryanranderiya
WHOOP MCP Claim
Gives LLM agents read-only access to your WHOOP data — recovery, sleep, strain,…
62714
Marx-A00
ask-user-mcp Claim
MCP server that enables Claude to pause and ask clarifying questions via Emacs.
N/A N/A
62715
mcasdfgf
Persistent fractal graph memory for AI coding agents via MCP. Semantic vector s…
N/A N/A
62716
Baadr-IA
This MCP server demonstrates end-to-end Auth0 authentication, validating JWT to…
62717
T-Rzeznik
reaper-mcp Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
N/A N/A
62718
pete-builds
mcp-phish Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
62719
bbarney7
An MCP server wrapping the Cursor CLI agent, enabling Claude Code and other MCP…
N/A N/A
62720
KEY60228
Enables MCP clients to access and read mdbook documentation, including structur…
N/A N/A
62721
vaibuep
Bridges Motion's API with LLMs like Claude and ChatGPT via the Model Context Pr…
62722
ygtalp
rawthink Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
N/A N/A
62723
mihneamanolache
zeppelin-mcp Claim
MCP server that provides AI assistants direct access to the Apache Zeppelin RES…
62724
hyperionxmota
Hosted, pay-per-call MCP server for Cook County / Chicago property records — pa…
62725
im43ii
Analyze AI conversations to estimate token costs, detect waste, and generate op…
62726
Wesley-Gomes93
Autonomous QA testing MCP server that analyzes, fixes, and learns from test fai…
N/A N/A
62727
firstbatchxyz
MCP server for the driaforall/mem-agent model that enables interaction with an …
N/A N/A
62728
saltyskip
Rift Links Claim
Rift is the agentic deep linking platform, one URL works two ways: humans get r…
62729
asukakimya
A schema-aware, dry-run/verify-guarded MCP sidecar that wraps the Directus REST…
62730
pgallar
Enables natural language interaction with SimplyBook.me API to manage bookings,…
N/A N/A
62731
Vail-z
Enables browser automation and web interaction through structured accessibility…
81
62732
bissuh
Brazilian investment-fund analytics for AI clients via the Model Context Protoc…
62733
movebrickschi
Enables AI coding environments to enforce engineering governance through MCP to…
N/A N/A
62734
chrisryugj
ArchHub MCP Claim
Enables natural language access to 11 Korean building data tools including buil…
62735
Tdh25
A Model Context Protocol server for the CBS Open Data OData API, enabling AI as…
62736
Microck
Manages Namecheap domains and account settings through the web dashboard withou…
N/A N/A
62737
Thejosem4
An intelligent bridge between Claude and LinkedIn. This MCP server empowers Cla…
62738
pipeworx-io
Provides satellite orbital elements (TLE / GP data) for any tracked object via …
62739
proframos
tdl-mcp Claim
N/A N/A 95
62740
tblakex01
A comprehensive MCP server that provides system troubleshooting and diagnostic …
N/A N/A
62741
pipeworx-io
Enables users to query the UK National Grid's carbon intensity data, providing …
62742
antonio-orionus
Enables AI agents to inspect, plan, download, and postprocess media from YouTub…
N/A N/A
62743
arcAman07
Samantha Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
62744
AbhiGupta1310
An autonomous code-reasoning agent that parses repositories using tree-sitter, …
N/A N/A
62745
pipeworx-io
Provides Islamic prayer times, Qibla direction, and Hijri calendar conversion u…
62746
rohith-jpg
JobLens MCP Claim
Provides job search, local resume parsing, and resume-to-job matching via offic…
N/A N/A
62747
holiday-forever
Interactive photo gallery widget for a single Airbnb listing with price, rating…
62748
shdomi8599
vibie-mcp Claim
Deploy static HTML folders to permanent vibie.page URLs in seconds. One-line au…
62749
sandraschi
Integrates AI-powered music generation with professional production tools, enab…
N/A N/A
62750
joshuabryson
MCP server for searching, browsing, solving, and interpolating engineering equa…
N/A N/A
Showing 62701–62750 of 64153 servers