MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63251
JustVugg
cli-use Claim
Turn any MCP server into a CLI in one command.
N/A N/A
63252
WhitGai
Turns official pickleball scoring rules into callable tools for LLMs to track l…
63253
leonaiuv
Exposes Volcengine ARK Seedance 2.0 video generation capabilities via MCP tools…
N/A N/A
63254
cerase-ai
A tasks and projects board MCP server for agents, providing create, list, and s…
63255
Momosasu
MCP server providing SQL access to a CloudSigma OmniFabric database (MatrixOne-…
63256
breca
mcp-codemap Claim
Provides coding agents with a mental map of codebases via progressive disclosur…
N/A N/A
63257
MrCartographer
Human-curated crypto signals, altcoin analysis, and airdrop alpha. x402 payment…
N/A N/A 95
63258
JoseLuis21
MCP server for querying Chilean electronic invoicing data via the IntegraDTE AP…
N/A N/A
63259
juergenkoller-software
distill-mcp Claim
MCP bridge for [Distill](https://store.juergenkoller.software/en/apps/distill) …
N/A N/A
63260
philtzjp
A Cypher-style MCP server that enables AI agents to query and edit an Ableton L…
N/A N/A
63261
gabogabucho
ACDP Claim
Enables multiple AI agents to coordinate work on the same codebase by providing…
63262
fixyourdocs
FixYourDocs Claim
File structured docs-feedback reports to the FixYourDocs hub via a file_doc_fee…
N/A N/A
63263
gadaffihub
Pick giveaway and raffle winners nobody can rig — verifiable by anyone, no API …
N/A N/A
63264
li3jia4hao5-hue
jc-mcp Claim
Provides live Chinese sports lottery (竞彩) odds for World Cup 2026 matches, incl…
63265
Elraian
mcpvault Claim
Local, encrypted credential vault for AI agents that enables secure multi-accou…
N/A N/A
63266
MaybeLOL
Captures live conversation snapshots every 5 prompts and provides semantic reca…
N/A N/A
63267
Clickdzpro1
Supercharges any Notion workspace with an AI chatbot and MCP server, enabling n…
N/A N/A
63268
marksolly
Intelligent code indexing and analysis for Large Language Models, enabling adva…
N/A N/A
63269
dutchbase
Provides AI agents with tools to convert images between formats and inspect ima…
N/A N/A
63270
jyarbro
A comprehensive MCP server providing AI assistants with 325 tools to manage eBa…
63271
rafaelldanieli
tentra Claim
N/A N/A 95
63272
cchesebro-prog
Enables Claude to securely interact with Acumatica ERP 2025 R2 via per-user OAu…
63273
nx-solutions-ug
MCP server that exposes Chronova developer productivity data to AI agents. Buil…
63274
saagpatel
A Model Context Protocol server that enables AI agents to query Saagar Patel's …
63275
albeorla
Enables AI agents to manage personal finances with deterministic, grounded tool…
N/A N/A
63276
ramadhanidiwanda-alt
threads-mcp Claim
MCP server for Threads comment research — analyze public sentiment, frustration…
63277
xalantis-hub
Enables managing support tickets from Claude, Cursor, and other AI tools, inclu…
N/A N/A
63278
pubspro
regsub-mcp Claim
MCP server for regulatory submission intelligence — ICH guideline lookup, CTD m…
63279
lemosjs
Search and discover Lottie animations through MCP tools, deployed on Cloudflare…
N/A N/A
63280
svharivinod
Enables natural language interaction with TallyPrime accounting software via Cl…
63281
ngsanthosh
Enables authenticated user profile retrieval via the 'whoami' tool, using OAuth…
N/A N/A
63282
adeel0x01
Integrates with HubSpot CRM APIs via the Model Context Protocol, enabling manag…
63283
shalevjon
Overlap Claim
Records what you're working on so Overlap can introduce you to someone two week…
63284
v0o0v
Enables Claude to search and retrieve Unity game assets (sprites, sounds) via n…
N/A N/A
63285
garylab
A Model Context Protocol server that provides access to the Pexels API for sear…
63286
keshav-k3
webhook-mcp Claim
A Bun-based MCP server that sends POST requests to webhooks, supporting Discord…
63287
BrennanWebb
KiroStats Claim
Real-time credit usage and session tracking for Kiro IDE, reading from local st…
N/A N/A
63288
RonenTanchum
Mission MCP is a Trust Graduation gate for AI agents, with visible approval cer…
N/A N/A
63289
bandham-manikanta
Enables semantic search over an OpenAPI catalog to find and recommend API endpo…
N/A N/A
63290
fjacquet
MCP server for semantic search in an Obsidian Second Brain vault using self-hos…
N/A N/A
63291
Project-Harrison
searoute_mcp Claim
Provides maritime routing capabilities, enabling computation of oceangoing rout…
63292
hellosverre
MCP server that provides tools to search Norwegian addresses, reverse geocode, …
63293
hjsh200219
Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleti…
N/A N/A
63294
wangsquirrel
An MCP server for generating Chinese divination charts (Six-line and Bazi) base…
63295
firstshout
Estimates Claude API token counts, per-model cost, and prompt-caching break-eve…
N/A N/A
63296
weihang1258
An MCP server that bridges LLM platforms with multiple socket_server targets, e…
63297
toshi-bata
Bridges Claude Desktop to the HOOPS AI WebAPI, enabling 3D CAD analysis and int…
N/A N/A
63298
rockcj
Docx_MCP_cj Claim
Enables AI agents to intelligently analyze and fill any Word document tables us…
N/A N/A
63299
sjemmeh
zimage-mcp Claim
A local MCP server for generating web-dev images using the Z-Image Turbo model …
N/A N/A
63300
jzhang17
Enables prospect research through semantic web search, webpage scraping, and ba…
Showing 63251–63300 of 67291 servers