MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29285
Scored
2096
Verified
16952
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36601
Andi777x
kiira Claim
N/A N/A 95
36602
fieldcure
filesystem Claim
Secure MCP server for sandboxed filesystem operations with document parsing sup…
N/A N/A
36603
swesmith-repos
Enables interaction with Azure AI Foundry services for model exploration, deplo…
81
36604
allisonwhilden
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
N/A N/A 95
36605
superyw123
copilot Claim
N/A N/A 95
36606
sunix
JDTLS-MCP Claim
Exposes Eclipse JDT Language Server to AI agents via MCP. Embedded OSGi archite…
N/A N/A
36607
clauxel
Agentic workflow budget approvals with usage receipts.
36608
McpCrypto
A backend service that executes transactions across multiple blockchains, enabl…
81
36609
whybelab
testyb3 Claim
N/A N/A 95
36610
mednabouli
Automatically generates typed React hooks for Next.js projects by crawling API …
N/A N/A 95
36611
SubQuery-Network
test Claim
N/A N/A 95
36612
Ingest and analyze Terraform modules from multiple repositories for AI RAG syst…
N/A N/A 81
36613
augee99
mcp-weather Claim 1
An MCP server that provides [describe what your server does]
N/A N/A 95
36614
Michibiku
Enables Claude to interact with Google Workspace services including Gmail, Driv…
81
36615
zhanglc
An MCP server that provides tools for interacting with the Bitbucket API, suppo…
36616
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
81
36617
lineage-foundation
Provides tools to interact with the Lineage blockchain API, including wallet se…
36618 N/A N/A 95
36619
daniel.larson
testproject Claim
N/A N/A 95
36620
ingeno
Enables MCP clients to interact with any OpenAPI-defined REST API through a ser…
81
36621
u9401066
Provides validated clinical scoring tools for AI agents via MCP, with evidence-…
36622
wmarceau
canva-mcp Claim 1
MCP server for Canva - create designs, manage assets, use templates, export gra…
N/A N/A 83
36623
anomalyarmor-uib0
AnomalyArmor Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
81
36624
ferrousguy
A Model Context Protocol server that helps users migrate subscription businesse…
81
36625
sergiolopez94
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
81
36626
zrszrszrs
zz Claim
N/A N/A 95
36627
Bigred97
asic-mcp Claim
Query ASIC registers in plain English — advisers, licensees, banned persons, li…
N/A N/A
36628
isteamhq
MCP server for is.team, enabling AI agents to interact with project boards, tas…
36629
Laxmi884
mcp-server Claim
Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF dow…
N/A N/A 83
36630
poplores
MCP server that allows searching a local notes directory and retrieving live CP…
N/A N/A
36631
imashishkh21
atlaso Claim
Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersio…
N/A N/A
36632
inSideos-designs
cowork-qa Claim
Goal-driven Playwright browser sessions for LLMs, with full action traces and a…
N/A N/A
36633
mako10k
Enables storing, searching, and discovering knowledge connections using associa…
N/A N/A
36634
roboulos
Universe MCP Claim
Bridges legacy MultiValue databases to modern AI assistants like Claude Desktop…
N/A N/A 95
36635
urlsnapdev
urlsnap-mcp Claim
Screenshot, PDF, and markdown extraction from any URL via Claude Desktop and Cl…
N/A N/A 83
36636
JessiP23
Enables weather data retrieval and analysis through an MCP server interface wit…
N/A N/A 95
36637
kptdobe
An MCP server that provides tools for interacting with the Document Authoring A…
36638
elliot-evno
ddg--mcp5 Claim
A basic MCP server template with example tools including message echo and serve…
N/A N/A 95
36639
stephenlumban
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
81
36640
cuongpo
A backend service that enables seamless interaction with the Rootstock blockcha…
N/A N/A 95
36641
fdcommercial
UK property finance: bridging cost, dev appraisal, BTL stress test, stamp duty …
36642
rogiervdbrnk
Dutch real estate data with KRK Makelaars report generation.
N/A N/A 95
36643
geraservicesuk
GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (…
N/A N/A 83
36644
Deltologic
DataDoe MCP Claim
Hosted Amazon Seller and Vendor MCP server for Claude, ChatGPT, Cursor, Codex, …
36645
chrishayuk
The CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 bu…
36646
danafitkowski
Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Ca…
36647
ema-security
Audits any MCP server for command injection, path traversal, missing auth, hard…
N/A N/A 95
36648
axel-belfort
Sandboxed code execution API for AI agents. Execute Python, JavaScript, or SQL …
N/A N/A 95
36649
liuyixin-louis
Anki MCP Claim
Enables AI assistants like Claude to interact with Anki flashcard decks through…
N/A N/A 95
36650
aaronsb
Provides tools for interacting with Targetprocess, a project management and agi…
81
Showing 36601–36650 of 41393 servers
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