MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49451
enkhbold470
MCP server that connects Cursor IDE to Inky backend, enabling users to list and…
N/A N/A
49452
ramzess-ru
A remote MCP server deployable on Cloudflare Workers without authentication, en…
N/A N/A
49453
evenindividual04
pramana-mcp Claim
Enables citation-audited deep research with tools for web-grounded answers, sou…
N/A N/A
49454
sujalsamkaria0066
Enables natural language querying of SQL databases with robust safety guarantee…
49455
CSOAI-ORG
Supply chain management and logistics tools for AI agents. Capabilities: shipme…
N/A N/A
49456
afferens
mcp-server Claim
Real-time physical perception for AI agents — vision, spatial, acoustic, enviro…
N/A N/A
49457
ZhenyaPav
namegen-mcp Claim
Generates fantasy names for characters, towns, regions, and more, backed by the…
N/A N/A
49458
ScarletLilith
Enables thinking models to extend their reasoning by outsourcing parts of the c…
49459
mcpwright
soi-mcp Claim
Provides IRS income and tax statistics by ZIP code, enabling LLM agents to quer…
N/A N/A
49460
inkiebeard
vkb Claim
A local-first semantic memory system that enables document ingestion, semantic …
49461
mars720816
freecad-mcp Claim
Allows controlling FreeCAD from Claude Desktop to create and edit 3D models usi…
N/A N/A
49462
xcatcher-remote-mcp
x402 Claim
N/A N/A 95
49463
Mbogdan95
Indexes Unity projects into a SQLite database and exposes 23 MCP tools for Clau…
N/A N/A
49464
CycSpring
draw.io MCP Claim
Enables local Draw.io diagram creation, editing, and export via MCP tools, usin…
N/A N/A
49465
iwaokimura
zbmath-mcp Claim
MCP server to search and retrieve mathematical publications, author profiles, a…
49466
Ayush7614
mcp-wormhole Claim
Open-source MCP servers that connect AI agents to tools like Asana and Vercel v…
49467
devprashant19
CodeLens MCP Claim
A local MCP server that enables LLM clients like Claude to perform semantic cod…
N/A N/A
49468
CAPTW
Provides offline semantic search and reading of IMO maritime rules (SOLAS, MARP…
N/A N/A
49469
davidtauriello
ffd-mcp Claim
Parses SEC EDGAR Exhibit 107 XBRL fee disclosures from registration statements …
49470
KirillSerchenko
Exposes 27 product tools (CRUD, search, stats, recommendations) backed by fakes…
49471
trustxai
airbyte-mcp Claim
Enables interaction with an Airbyte instance through natural language, supporti…
49472
jkamilo81
Downloads the Colombian Diario Oficial daily PDF from the Imprenta Nacional pub…
N/A N/A
49473
mager
An MCP server for the Loooom marketplace that lets AI agents discover, search, …
N/A N/A
49474
cobusvdwest
Free digital marketing quote and strategy requests from Juicy Designs SA. No pr…
49475
eric
d3-mcp Claim
N/A N/A 95
49476
privateyou.app
n4u Claim
N/A N/A 95
49477
rafiqul713
Enables semantic search over personal files using natural language, with option…
N/A N/A
49478
kohzih
A FastMCP-based proxy server that seamlessly integrates any MCP client with the…
N/A N/A
49479
Rinava
umbryn-mcp Claim
Redacts PII/PHI from text before it reaches an LLM. Fail-closed, self-hosted, n…
N/A N/A
49480
Pragatheswar-72
A custom MCP server that exposes a jobs database to any MCP-compatible LLM clie…
N/A N/A
49481
git-fabric
A composable semantic memory layer that provides cross-project recall and sessi…
81
49482
predictionmarketspicks
AI fantasy football draft assistant — 2026 board, best available, sleepers, ADP…
49483
siriuslattice
StellarMCP Claim
MCP server giving AI agents access to Stellar blockchain data with monetized to…
49484
thiagorchaves
Enables AI assistants to interact with Basecamp projects, messages, to-dos, and…
49485
CSOAI-ORG
MEOK ABCI Bridge MCP — read-only Tendermint / Cosmos blockchain query for agent…
49486
sankalpmukim
Enables AI clients to search and retrieve IBM Cloud documentation, converting p…
N/A N/A
49487
Cap-of-tea
AI-controlled browser farm: N isolated Chromium instances with 36 MCP tools
N/A N/A 95
49488
wander8jackson
avocado-ai Claim
Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
81
49489
clauxel
Remote MCP for MCP tool deprecation receipt, structured receipts, audit logs, a…
49490
Automata-Labs-team
An MCP server for browser automation using Playwright
N/A N/A 95
49491
CSOAI-ORG
Tone Rewriter Ai MCP server. Tools: analyze tone, rewrite tone, compare tones. …
N/A N/A
49492
mayank-nayak
Enables natural-language querying of historical NBA game data from a read-only …
N/A N/A
49493
michaelshumshum
Enables URL shortening and management through MCP, allowing creation of short l…
49494
DEBARPAN2000
Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for …
N/A N/A
49495
JooSeunghyeon
MCP server that provides Korean stock market data including indices, top gainer…
49496
lesleslie
spline-mcp Claim
MCP server for Spline.design code generation and asset management.
49497 N/A N/A 95
49498
pipeworx-io
Provides access to historical weather data from over 11,000 stations worldwide …
49499
verifiedhumancert
Enables querying the Verified Human Cert registry to verify human-made music ce…
49500
webhead2oo9
Enables LLMs to read and write Discord messages, search content, and compute ch…
N/A N/A
Showing 49451–49500 of 66518 servers
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