MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38251
diganto-deb
A file organization MCP server that safely categorizes and manages files in all…
N/A N/A
38252
MuhammadFarid1990
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
38253
groveale
An MCP server that implements a multi-stage employee access request and approva…
N/A N/A
38254
alex-kenny-lee-vfjv
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
81
38255
JulianKimmig
Turn your LLM into an agile project management assistant for user story creatio…
N/A N/A
38256
ravikumar9130
An MCP server exposing 53 tools covering the Hyblock Capital API for orderflow,…
38257
fnsmdehip
soundgrep Claim
Enables semantic search of local audio samples by describing sounds, MIDI gener…
N/A N/A
38258
geckod22
An MCP server for converting images to WebP or AVIF formats using the sharp lib…
N/A N/A 95
38259
polyrank
PolyRank MCP Claim
Provides AI agents with direct access to Polyrank's skill analytics for Polymar…
38260
sugukurukabe
Read-only MCP server for searching Japanese government procurement bid notices …
38261
synapseops
Connects AI assistants and agentic frameworks to the Graphor API, enabling grap…
38262
iprashantraj
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
N/A N/A 95
38263
olaekdahl
Enables LLMs and clients to search for Star Wars characters, planets, and films…
38264
KuldeepJha5176
Enables natural language interaction with Notion workspace, including search, p…
38265
debaditya-mohankudo
Enables AI agents to investigate Splunk exports or live queries using determini…
N/A N/A
38266
department-of-veterans-affairs
Provides secure access to VA's VistA electronic health record system, enabling …
81
38267
questsystems-ai
fal-mcp Claim
Image generation for Claude using every model on fal.ai, inline in conversation…
38268
Stella2211
A Todo app leveraging MCP Apps to provide interactive UI within conversations, …
N/A N/A
38269
agcraft
MCP server for memopaper.dev that gives AI agents direct access to a memo buffe…
38270
teto-0401
A production-ready MCP server for coding workflows on Replit, enabling file man…
38271
emilychimbobit
Connects Claude with OneDrive via Microsoft Graph API to list, search, create, …
N/A N/A
38272
aardappvark
Gridscoot Claim
AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (…
38273
knorq-ai
A local MCP server for reading and editing Word (.docx) documents with 33 tools…
N/A N/A
38274
cuenca-mx
Enables interaction with Metabase through its API, allowing users to list cards…
38275
davidgringras
Scrutica Claim
AI compute infrastructure intelligence: facilities, supply chains, sovereign AI…
38276
Sourav333444
A free MCP server that runs a full B2B outbound pipeline inside a Claude conver…
38277
achimstruve
A production-ready FastMCP server template supporting local development with st…
38278
LIVELUCKY
An MCP server that wraps Microsoft's FastContext as a read-only repository expl…
N/A N/A
38279
Enferlain
AI-powered code review using Zhipu GLM. It gathers git diffs and source context…
N/A N/A
38280
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
38281
michaelsong4399
Myrcael Claim
A TypeScript framework for building MCP servers with features for client sessio…
81
38282
chiKeka
Bricolage Claim
An agentic system that turns free-tier cloud resources into working outcomes. I…
N/A N/A
38283
pleibers
quick-search Claim
A FastMCP server for bounded, keyword-driven repository context search, enablin…
N/A N/A
38284
Disentinel
grafema Claim
Semantic code graph MCP server for AI coding agents. Indexes your codebase into…
N/A N/A
38285
rmh104
Volta Notes Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
81
38286
pipeworx-io
Provides access to European Parliament open data, enabling queries about MEPs, …
38287
xcud
Enables AI agents to interact with Mattermost workspaces for messaging, channel…
N/A N/A
38288
ZubeidHendricks
A factory for generating Construct 3 games programmatically, exposed as an MCP …
N/A N/A
38289
cintelis
Real-time observability dashboard for monitoring AI agents in multi-agent devel…
N/A N/A
38290
j4mesmorais
A server for managing financial accounting entries that provides utilities for …
81
38291
dthinkr
Converts text or markdown into Xiaohongshu (Little Red Book) style image cards …
N/A N/A
38292
xiao98
An open-source MCP server that bridges AI models with industrial equipment, sup…
N/A N/A
38293
brendon92
Provides specialized search capabilities across e-commerce platforms, scientifi…
81
38294
danafitkowski
Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Ca…
38295
GaoChX
An MCP server for Interactive Brokers, enabling account management, trading ope…
N/A N/A
38296
pygodzilla
STT2TTS MCP Claim
Local-first speech-to-text and text-to-speech MCP server. Hot-swappable engines…
N/A N/A
38297
charliecpeterson
edamcp Claim
An MCP server for Exploratory Data Analysis that automatically profiles dataset…
N/A N/A
38298
grysonbaltazar
An MCP server that provides tools for interacting with the GitHub API, enabling…
38299
Rajpopzein
Retrieves YouTube Channel statistics, metadata, and uploaded videos using the Y…
38300
shimondoodkin
Enables Claude to control the local desktop via screenshot, mouse, keyboard, an…
N/A N/A
Showing 38251–38300 of 67181 servers
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