MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36601
dthinkr
Converts text or markdown into Xiaohongshu (Little Red Book) style image cards …
N/A N/A
36602
j4mesmorais
A server for managing financial accounting entries that provides utilities for …
81
36603
cintelis
Real-time observability dashboard for monitoring AI agents in multi-agent devel…
N/A N/A
36604
ZubeidHendricks
A factory for generating Construct 3 games programmatically, exposed as an MCP …
N/A N/A
36605
xcud
Enables AI agents to interact with Mattermost workspaces for messaging, channel…
N/A N/A
36606
pipeworx-io
Provides access to European Parliament open data, enabling queries about MEPs, …
36607
rmh104
Volta Notes Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
81
36608
Disentinel
grafema Claim
Semantic code graph MCP server for AI coding agents. Indexes your codebase into…
N/A N/A
36609
pleibers
quick-search Claim
A FastMCP server for bounded, keyword-driven repository context search, enablin…
N/A N/A
36610
chiKeka
Bricolage Claim
An agentic system that turns free-tier cloud resources into working outcomes. I…
N/A N/A
36611
michaelsong4399
Myrcael Claim
A TypeScript framework for building MCP servers with features for client sessio…
81
36612
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
36613
Enferlain
AI-powered code review using Zhipu GLM. It gathers git diffs and source context…
N/A N/A
36614
LIVELUCKY
An MCP server that wraps Microsoft's FastContext as a read-only repository expl…
N/A N/A
36615
achimstruve
A production-ready FastMCP server template supporting local development with st…
36616
Sourav333444
A free MCP server that runs a full B2B outbound pipeline inside a Claude conver…
36617
davidgringras
Scrutica Claim
AI compute infrastructure intelligence: facilities, supply chains, sovereign AI…
36618
cuenca-mx
Enables interaction with Metabase through its API, allowing users to list cards…
36619
knorq-ai
A local MCP server for reading and editing Word (.docx) documents with 33 tools…
N/A N/A
36620
pete-builds
mcp-unifi Claim
An MCP server for self-hosted UniFi gateway management, providing tools for dev…
36621
aardappvark
Gridscoot Claim
AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (…
36622
emilychimbobit
Connects Claude with OneDrive via Microsoft Graph API to list, search, create, …
N/A N/A
36623
teto-0401
A production-ready MCP server for coding workflows on Replit, enabling file man…
36624
agcraft
MCP server for memopaper.dev that gives AI agents direct access to a memo buffe…
36625
Stella2211
A Todo app leveraging MCP Apps to provide interactive UI within conversations, …
N/A N/A
36626
questsystems-ai
fal-mcp Claim
Image generation for Claude using every model on fal.ai, inline in conversation…
36627
department-of-veterans-affairs
Provides secure access to VA's VistA electronic health record system, enabling …
81
36628
debaditya-mohankudo
Enables AI agents to investigate Splunk exports or live queries using determini…
N/A N/A
36629
KuldeepJha5176
Enables natural language interaction with Notion workspace, including search, p…
36630
olaekdahl
Enables LLMs and clients to search for Star Wars characters, planets, and films…
36631
iprashantraj
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
N/A N/A 95
36632
synapseops
Connects AI assistants and agentic frameworks to the Graphor API, enabling grap…
36633
sugukurukabe
Read-only MCP server for searching Japanese government procurement bid notices …
36634
polyrank
PolyRank MCP Claim
Provides AI agents with direct access to Polyrank's skill analytics for Polymar…
36635
patrickoleary
vtkapi-mcp Claim
An MCP server that validates VTK Python code by checking class and method exist…
N/A N/A
36636
geckod22
An MCP server for converting images to WebP or AVIF formats using the sharp lib…
N/A N/A 95
36637
RaphaEnterprises-AI
All-in-one automation platform for AI agents, providing browser automation, API…
36638
lincalinca
Read-only MCP server that connects AI clients to Crescender's school asset, loa…
36639
fnsmdehip
soundgrep Claim
Enables semantic search of local audio samples by describing sounds, MIDI gener…
N/A N/A
36640
ravikumar9130
An MCP server exposing 53 tools covering the Hyblock Capital API for orderflow,…
36641
JulianKimmig
Turn your LLM into an agile project management assistant for user story creatio…
N/A N/A
36642
alex-kenny-lee-vfjv
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
81
36643
groveale
An MCP server that implements a multi-stage employee access request and approva…
N/A N/A
36644
MuhammadFarid1990
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
36645
diganto-deb
A file organization MCP server that safely categorizes and manages files in all…
N/A N/A
36646
d-rn
A WeChat Mini Program decompilation MCP server that enables scanning, decompili…
N/A N/A
36647
scarlson1109
Enables LLMs to fetch exact LDS scripture verses, search scriptures by topic, r…
36648
gnostotron
This MCP server provides tools for OCR and keyword extraction, enabling AI work…
N/A N/A
36649
BU3NO77XL
Undetectable browser automation server for MCP-compatible AI agents, offering 2…
N/A N/A
36650
MikeyBeez
Wraps AlphaGeometry2's DDAR engine to prove geometry theorems via symbolic reas…
N/A N/A
Showing 36601–36650 of 67181 servers
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