MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16351
andreagroferreira
InvoiceExpress MCP ⚡ Claim 1 2
Provides complete Portuguese invoice management with 60+ specialized tools incl…
F 25 5⁄5 ◉ ⏳ 42 46 — 44 80 93
16352
TechDocsStudio
Biel.ai ⚡ Claim 1
Query your product docs from AI tools. Source-cited answers from your indexed d…
F 25 5⁄5 ◉ ⏳ 100 50 — 42 82 92
16353
dsouza-anush
Browser Use Heroku ⚡ Claim 1
Enables AI agents to control and automate browser actions through an MCP server…
F 25 5⁄5 ◉ ⏳ 90 68 — 54 80 96
16354
stat-guy
Implements the Chain of Draft reasoning approach to generate minimalistic inter…
F 25 5⁄5 ◉ ⏳ 90 58 — 21 76 88
16355
teabranch
Agentic Developer MCP ⚡ Claim 2 3
An MCP server that wraps OpenAI's Codex CLI to automate repository cloning and …
F 25 5⁄5 ◉ ⏳ 57 30 — 47 71 91
16356
Msparihar
A server that provides web scraping and intelligent content searching capabilit…
F 25 6⁄6 ◉ ⏳ 84 71 0 52 80 89
16357
appdatalayer
An app intelligence query engine that enables analysis of over 1 billion review…
F 25 5⁄5 ◉ ⏳ 60 0 — 64 81 94
16358
jcc-ne
mcp-skill-server ⚡ Claim 1 3
An MCP server that mounts your skill directory and add deterministic entry for …
F 25 5⁄4 ◉ ⏳ 77 36 N/A 76 90 97
16359
salesforcecli
Enables secure interaction with Salesforce orgs through LLMs, providing tools f…
F 25 5⁄4 ◉ ⏳ 78 58 N/A 87 94 75
16360
tHeMaskedMan981
Enables access to Network School Luma calendar events through Claude Desktop. A…
F 25 5⁄5 ◉ ⏳ 78 56 — 26 78 100
16361
olostep
olostep-mcp-server ⚡ Claim 1
Web scraping, crawling, and search API. Extract content in Markdown/JSON, batch…
F 25 5⁄5 ◉ ⏳ 60 75 — 65 82 91
16362
zhigang1992
telegram-mcp ⚡ Claim 1 2
An MCP server that enables interaction with Telegram to send, read, and search …
F 25 5⁄4 ◉ ⏳ 63 68 N/A 53 89 100
16363
mintmas
Sovereign AI intelligence platform with 73K+ darknet threat intel points, 65+ d…
F 25 6⁄6 ◉ ⏳ 80 0 0 29 67 89
16364
geezerrrr
Exa MCP Server Claim 1
Enable AI assistants to perform web searches using Exa's powerful search API. G…
F 25 5⁄5 ◉ ⏳ 82 72 N/A 48 80 91
16365
hk4crprasad
A FastAPI server implementing the Model Context Protocol (MCP) for structured t…
F 25 5⁄5 ◉ ⏳ 54 25 — 26 74 93
16366
mmarqueti
Enables AI agents to send WhatsApp messages, templates, and retrieve media thro…
F 25 5⁄5 ◉ ⏳ 84 70 — 35 76 95
16367
handaas
Provides comprehensive trademark information services, including fuzzy company …
F 25 6⁄6 ◉ ⏳ 60 37 0 18 76 63
16368
whoisgloom
Owlvin MCP Server ⚡ Claim 1 2
Enables AI agents to access a wide range of AI tools and services through the O…
F 25 6⁄6 ◉ ⏳ 78 45 0 45 77 98
16369
LaplaceMan
Web3 Assistant MCP ⚡ Claim 1
Enables secure interaction with blockchain smart contracts across multiple chai…
F 25 5⁄5 ◉ ⏳ 72 61 — 25 76 92
16370
LinhDangOpti
Integrates Azure DevOps with GitHub Copilot Chat, enabling natural language que…
F 25 5⁄4 ◉ ⏳ 88 52 N/A 36 87 98
16371
tmdaidevs
Provides live optimization analysis and health checks for Microsoft Fabric item…
F 25 5⁄5 ◉ ⏳ 78 71 — 36 76 96
16372
jghiringhelli
ForgeCraft ⚡ Claim 1
Production engineering standards for AI coding assistants. Setup once, remove w…
F 25 5⁄5 ◉ ⏳ 66 100 N/A 59 92 53
16373
imchandanmohan
MCP Crypto Portfolio ⚡ Claim 1
Connects Claude AI to KuCoin portfolio and Notion workspace for real-time crypt…
F 25 5⁄5 ◉ ⏳ 66 63 — 48 77 91
16374
nuxt-modules
mcp-toolkit Claim 1
Create MCP servers directly in your Nuxt application. Define tools, resources, …
F 25 6⁄6 ◉ ⏳ 94 66 0 83 82 91
16375
yangsenessa
Provides voice recognition and text extraction capabilities with support for bo…
F 25 5⁄5 ◉ ⏳ 48 20 — 36 64 87
16376
mattzcarey
Cloudflare MCP ⚡ Claim 2
Enables interaction with the complete Cloudflare API using a codemode pattern t…
F 25 5⁄5 ◉ ⏳ 86 0 — 59 76 82
16377
bajpainaman
Brings git-delta's beautiful syntax highlighting and diff formatting to AI assi…
F 25 5⁄4 ◉ ⏳ 52 38 N/A 49 90 88
16378
Aayush9029
Connects AI assistants to a task management API for creating, updating, and tra…
F 25 5⁄5 ◉ ⏳ 60 67 — 58 80 95
16379
junjiem
Converts Dify tools' API to MCP (Model Control Protocol) compatible API, allowi…
F 25 5⁄5 ◉ ⏳ 92 41 — 30 78 20
16380
ashwwwin
Automation MCP ⚡ Claim 1
Enables AI assistants to automate macOS desktop tasks including mouse control, …
F 25 5⁄4 ◉ ⏳ 76 57 N/A 48 88 99
16381
oscarsterling
clelp-mcp-server ⚡ Claim 1 2
Search and discover 3,500+ AI tools, MCP servers, and Claude Skills with commun…
F 25 5⁄5 ◉ ⏳ 90 76 N/A 59 80 95
16382
ogulcanakca
Provides real-time access to İzmir's public transportation data, including bus …
F 25 5⁄5 ◉ ⏳ 66 63 — 32 76 94
16383
Sahilverse-web
EduChain MCP Server ⚡ Claim 1
Integrates the EduChain library with Claude Desktop to generate educational con…
F 25 5⁄4 ◉ ⏳ 42 30 N/A 16 87 97
16384
AceDataCloud
mcp-seedream-pro ⚡ Claim 1
MCP server for ByteDance Seedream AI image generation
F 25 5⁄5 ◉ ⏳ 88 0 — 71 80 94
16385
markswendsen-code
LinkedIn MCP Server ⚡ Claim 1 3
An MCP server for LinkedIn automation that enables users to search for jobs, re…
F 25 5⁄5 ◉ ⏳ 75 65 — 30 74 100
16386
Dradebo
DHIS2 MCP Server Claim 1 3
Enables comprehensive interaction with DHIS2 health information systems through…
F 25 5⁄5 ◉ ⏳ 92 65 — 41 78 35
16387
Defozo
DDC/CI Control Bridge ⚡ Claim 1
Control monitor brightness, contrast, power and input via DDC/CI with MCP and M…
F 25 5⁄4 ◉ ⏳ 88 71 N/A 74 92 96
16388
neo4j
neo4j ⚡ Claim 1
Official MCP server for Neo4j. Interact with Neo4j using Cypher graph queries.
F 25 5⁄5 ◉ ⏳ 86 46 — 78 81 91
16389
tasopen
mcp-alphabanana ⚡ Claim 2
Local MCP server for generating image assets with Google Gemini (Nano Banana 2 …
F 25 5⁄4 ◉ ⏳ 84 65 N/A 76 88 90
16390
OhSeongRak
Enables Claude to search for available meeting rooms, check reservation status,…
F 25 5⁄4 ◉ ⏳ 72 61 N/A 19 89 48
16391
chirag127
Provide enhanced problem-solving capabilities by leveraging systematic thinking…
F 25 5⁄5 ◉ ⏳ 78 82 N/A 31 90 39
16392
hawkli-1994
MCP4Meme ⚡ Claim 1
Provides comprehensive tools for tracking meme coins on the Four.meme ecosystem…
F 25 5⁄5 ◉ ⏳ 56 41 — 30 80 96
16393
lallen30
Implements the Model Context Protocol (MCP) over HTTP to provide remote access …
F 25 5⁄5 ◉ ⏳ 66 100 — 23 80 49
16394
hide-org
Hide ⚡ Claim 2 5
A MCP server for Hide – headless IDE for coding agents.
F 25 5⁄5 ◉ ⏳ 69 41 — 40 76 87
16395
imprvhub
mcp-rss-aggregator ⚡ Claim 2
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
F 25 5⁄5 ◉ ⏳ 90 58 — 71 78 69
16396
kukapay
pumpfun-wallets-mcp ⚡ Claim 1 2
An MCP server that analyzes wallets’ trading activity and profitability on Pump…
F 25 5⁄5 ◉ ⏳ 49 30 — 38 80 100
16397
alisajil
EcoGO Flights Claim 1
Indian Flight Booking MCP
F 25 5⁄5 ◉ ⏳ 78 71 — 28 80 100
16398
CelestoAI
agentor ⚡ Claim 1
Open source version of Claude Managed Agents. Fastest way to build and deploy r…
F 25 6⁄6 ◉ ⏳ 96 79 95 84 76 66
16399
Azure-Samples
Provides weather information from the National Weather Service API with full MC…
F 25 5⁄5 ◉ ⏳ 84 68 — 19 74 100
16400
ebaenamar
Connects LLMs to Wikidata's structured knowledge base using a hybrid architectu…
F 25 6⁄6 ◉ ⏳ 60 27 0 26 74 92
Showing 16351–16400 of 69153 servers
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