MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41351
turbot
Connects AI assistants to Turbot Guardrails for natural language exploration, a…
41352
junter1989k-ai
Brazil NFS-e service invoices for AI agents via Focus NFe and NFe.io. Stateless…
41353
lovishdhillon21-design
An MCP server that monitors 12 Australian SMB intelligence sources to analyze m…
81
41354
silviorodrigues
Enables AI assistants to query and segment event data from Amplitude Analytics …
41355
Hayatelin
Enables username reconnaissance across 480+ platforms, generating HTML reports …
N/A N/A
41356
a-ariff
Canvas MCP Claim
A local MCP server for Canvas LMS that enables querying courses, assignments, g…
N/A N/A
41357
Roxanne299
MCP server that proxies GPT API calls for Claude Code, supporting multiple GPT …
41358
sourav-spd
Enables real-time internet searches via DuckDuckGo Lite with automatic retry, s…
41359
multicam
mcp-server Claim
N/A N/A 95
41360
hiwow
Enables sending text, Markdown, images, and files to individual QQ contacts via…
N/A N/A
41361
kkmalik89
A demonstration MCP server using FastMCP and streamable-http transport. It prov…
41362
m.tavallaeinejad
bkjlkjkljlk Claim
N/A N/A 95
41363
srose69
Multi-agent continuous development system with local LLM orchestration.
N/A N/A
41364
david-choi-querypie
Say Hello Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
N/A N/A 95
41365
7xuanlu
origin Claim
Local-first Rust daemon for AI work. Git-versioned memories, distilled wiki pag…
N/A N/A
41366
gizdusum
An MCP server that connects Hermes Agent to the Solana blockchain, enabling nat…
41367
CSOAI-ORG
readme-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41368
sinkiangscorpio
suna11 Claim
N/A N/A 95
41369
thanhphat2609
A read-only MCP server that enables AI agents to explore database schemas and e…
41370
harrydaihaolin
An MCP server for Splitwise that lets you manage expenses, balances, settlement…
41371
Noah3521
Pixel-level browser automation MCP server that drives a real Chrome browser usi…
N/A N/A
41372
dondetir
CodeGrok MCP Claim
Enables semantic code search for AI assistants by indexing codebases with embed…
N/A N/A
41373
Giobeck25
mcp-gsuite Claim
server for google
N/A N/A 95
41374
davidmosiah
Local-first CGM MCP for AI agents: Dexcom Developer API and FreeStyle Libre via…
41375
HugoWw
MCP-EXP Claim
Experimental MCP server that integrates OpenAI and Serper APIs for news search,…
41376
carlosmmatos
falcon-mcp Claim
Connects AI agents with the CrowdStrike Falcon platform to programmatically acc…
41377
Cubenest
peek Claim
Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding ag…
N/A N/A
41378
dpsiom
toolvend Claim
DNS, RDAP, LEI/KYB, DMARC/SPF, sitemaps, web extraction, VAT, QR. Paid per call…
41379
xiaobenyang-com
ai-persona Claim
An MCP protocol server that supports multi-AI personality summoning and collabo…
N/A N/A 95
41380
itey
Enables AI assistants to deploy and manage static websites through a self-hoste…
N/A N/A
41381
maraventano
MAP (Maraventano Agent Protocol). One MCP server with three subtractive parts —…
41382
briangaoo
whoop-mcp Claim
Full read + write access to your Whoop fitness data via the private iOS API. 48…
N/A N/A
41383
eddinsw
MCP server that wraps CubeCoders AMP to list, inspect, and control game-server …
41384
lemenkov
mcp-sandbox Claim
Execute scientific scripts (R, Python, GMT, LaTeX, Octave, Julia, etc.) in isol…
N/A N/A
41385
codeforanchorage
OpenContext Claim
Enables querying open data platforms like CKAN via natural language. Provides a…
41386
Type-zero-labs
actual-mcp Claim
Enables agents to read and edit budgets in Actual Budget via natural language, …
41387
rakibhossain72
Exposes Uniswap V2 and V3 on-chain data and swap execution as MCP tools, resour…
41388
ghostrouter
Ghostrouter Claim
Search the live web to retrieve up-to-date information and bypass knowledge cut…
81
41389
moaaz01
A secure, sandboxed file system server that enables reading, writing, searching…
N/A N/A
41390
bch1212
queryshield Claim
Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.
N/A N/A
41391
NIKX-Tech
Sentor Claim
Score sentiment toward specific entities in text. Cluster documents and name to…
N/A N/A
41392
mdvaleed7
Connects AI assistants to CSI ETABS for structural engineering tasks, enabling …
N/A N/A
41393
AryanManral27
Provides current weather information for any location and generates AI-powered …
41394
fabrecamimarlik
mimari-ai Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
81
41395
rex
A macOS-only MCP server that exposes Apple Reminders to AI clients, enabling cr…
N/A N/A 95
41396
trendsmcp
Provides Amazon search volume trends and growth signals to measure real consume…
41397
saidbazyar
Classify any AI system under the EU AI Act: risk tier + binding Articles, verba…
N/A N/A
41398
mnemopay
Mnemopaysdk Claim
N/A N/A 95
41399
standardbeagle
image-mcp Claim
Provides 80+ image processing tools including AI generation, background removal…
41400
meabs
Enables users to explore and manage banking card features including product dis…
N/A N/A
Showing 41351–41400 of 66534 servers
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