MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27057
Scored
1725
Verified
16957
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30751
Ryosuke-Mohri
A hybrid MCP server system that enables natural language management of Asana ta…
81
30752
CSOAI-ORG
Provides AI-powered educational tools for teachers including lesson planning, q…
30753
rlembo06
mysql-mcp Claim
A lightweight MCP server providing safe, read-only access to MySQL databases. I…
30754
toddle-edu
A server that converts Figma designs into pseudo-code structures optimized for …
81
30755
tylrdnns
plantos Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
N/A N/A 95
30756
slashdevcorpse
Enables AI assistants to access Oura Ring health data including sleep, readines…
30757
econ-watch
Enables AI assistants to interact with the Vercel REST API to manage projects, …
81
30758
slookisen
Search 1,000+ local food producers across Norway — farms, bakeries, fisheries, …
30759
Artemis-xyz
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
N/A N/A 95
30760
Shuangshuang007
workopia Claim
Workopia - free MCP for global job search, PDF resume builder, and AI career ad…
N/A N/A
30761
jamespdaily
Lichess MCP Claim
Connects Claude to Lichess for playing chess games, analyzing positions with St…
N/A N/A
30762
qubitsok
mcp-server Claim
N/A N/A 95
30763
flynnhou
Provide a customizable MCP server implementation that integrates with Claude De…
N/A N/A 95
30764
dylanroscover
Embody Claim
MCP server embedded in TouchDesigner with 45 tools for creating operators, sett…
N/A N/A
30765
CSOAI-ORG
AI safety evaluation toolkit that scores text for care-centered alignment, dete…
30766
aymanshaikh
An MCP server for querying StackAdapt's GraphQL API. Gives AI assistants like C…
30767
MatthewSuazo
A local MCP server that wraps the Obsidian CLI to give AI assistants direct acc…
N/A N/A
30768
auraweon7-ship-it
Enables Claude to search and analyze Korean academic papers using the Korea Cit…
30769 N/A N/A
30770
214140846
Skillz Claim 1
An MCP server that transforms Claude-style skills and resources into callable t…
81
30771
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
N/A N/A 95
30772
alexandria-shai-eden
105-tool browser automation with cognitive user simulation, visual testing, per…
30773
beekamai
mcp-dotnet Claim
Enables LLMs to read .NET assemblies as C# by providing tools to list types, de…
N/A N/A
30774
wvfp
Gear Claim
An MCP server that enables AI assistants to directly run, inspect, modify, and …
N/A N/A
30775
ibraheem4
Linear Claim
Interact with Linear's API for managing issues, projects, and teams.
N/A N/A 95
30776
MCP-Mirror
Enables querying and exploring the GitHub GraphQL API schema and executing opti…
81
30777
chris
Automate GitHub development from task discovery to PR merge with session-based …
N/A N/A 95
30778
ashios15
Provides AI assistants with frontend development tools including component scaf…
N/A N/A
30779
divinedev111
mcp-postgres Claim
Enables AI agents to interact with PostgreSQL databases through schema intellig…
30780
utilsforagents
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
30781
suprdeck-ai
Suprdeck Claim
Fundraising intelligence MCP server for pre-seed to Series A founders. Replaces…
81
30782
xiaobenyang-com
temp-notes Claim
Capture quick notes in a single workspace. Read, write, and append ideas effort…
N/A N/A 95
30783
Anteos-Health
Book medical appointments with French doctors by specialty and city via AI agen…
30784
pipeworx-io
lorem Claim
Lorem MCP — wraps loripsum.net (free, no auth)
30785
codescept
Enables users to perform SQL query execution, schema exploration, and performan…
N/A N/A 95
30786
AION-Analytics
Indian financial headlines to sector trading signals and long/short ideas.
N/A N/A
30787
pblittle
Connects to Lightning Network nodes and enables natural language queries for ch…
81
30788
funkytownk
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
N/A N/A 95
30789
skavinvarnan
Calculate and analyze financial metrics efficiently with this tool. Simplify co…
N/A N/A 95
30790 N/A N/A 95
30791
jakedsouza
ynab-mcp Claim
N/A N/A 95
30792
SaadAJ
Provides tools for querying 192 Riyadh districts with Arabic/English name suppo…
81
30793
clouatre-labs
Educational MCP server with math operations, statistics, visualizations, and pe…
81
30794
Deroino
Provides access to Jina AI's Reader, Embeddings, and Reranker APIs with tools f…
81
30795
jramnara
test-sky-map Claim
N/A N/A 95
30796
rachadele
biolit Claim
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, an…
N/A N/A
30797
yigitkonur
Provide a stateful, session-based calculator server with robust streamable HTTP…
N/A N/A 95
30798
Asakitan
MC-World-MCP Claim
Offline MCP server for reading and writing Minecraft server files, including le…
N/A N/A
30799
GeekyRiolu
Analyze Instagram engagement to extract insights on post comments, compare acco…
N/A N/A 95
30800 N/A N/A 95
Showing 30751–30800 of 33537 servers
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