MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14401
bridgpal
A basic example of developing and running serverless Model Context Protocol (MC…
D 52 6⁄6 ◉ ⏳ 54 61 0 21 81 91
14402
morosss
morosss-sdfsdf ⚡ Claim
Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more…
D 52 6⁄6 ◉ ⏳ 60 31 0 51 82 94
14403
kursk-ye
A server that wraps the code2flow command-line tool as an MCP service, allowing…
D 52 5⁄5 ◉ ⏳ 56 21 — 15 81 80
14404
amekala
Enables users to analyze, manage, and optimize digital advertising campaigns th…
D 52 6⁄6 ◉ ⏳ 54 68 0 29 69 95
14405
renatoromao
An MCP server that delivers jokes on demand, supporting different joke categori…
D 52 6⁄6 ◉ ⏳ 41 55 0 41 81 100
14406
Ritesh2351235
A Model Context Protocol server that enables access to Omi memories from a spec…
D 52 5⁄5 ◉ ⏳ 45 70 N/A 16 95 19
14407
cfy114514
Enables querying and analyzing user, product, and order data with filtering cap…
D 52 5⁄5 ◉ ⏳ 48 30 — 16 81 78
14408
Adiitiir
Manages inventory operations using Supabase/PostgreSQL database, enabling users…
D 52 5⁄5 ◉ ⏳ 54 23 — 24 81 74
14409
Zzzccs123
A TypeScript implementation of a Model Context Protocol server that connects to…
D 52 6⁄6 ◉ ⏳ 68 50 0 20 81 91
14410
kagioneko
memory-engine-mcp ⚡ Claim 2
An MCP server that provides persistent memory for AI agents by storing session …
D 52 5⁄4 ◉ ⏳ 65 30 N/A 31 90 33
14411
browserbase
Provides cloud browser automation capabilities using Stagehand and Browserbase,…
D 52 6⁄6 ◉ ⏳ 63 36 0 65 66 90
14412
arjunkmrm
Fetch web pages and extract exactly the content you need. Select elements with …
D 52 6⁄6 ◉ ⏳ 54 56 0 27 81 92
14413
wei
mymlh-mcp-server ⚡ Claim
OAuth-enabled MyMLH MCP server for accessing MyMLH data.
D 52 6⁄6 ◉ ⏳ 68 41 0 39 80 84
14414
langchain-ai
Enables language models to access LangSmith observability platform features inc…
D 52 6⁄6 ◉ ⏳ 78 0 0 79 82 88
14415
mehrshadshams
CopilotMCP ⚡ Claim
A collection of MCP servers built with FastMCP framework that handle various ta…
D 52 5⁄4 ◉ ⏳ 60 12 N/A 19 95 65
14416
IlyaGusev
Search arXiv and ACL Anthology, retrieve citations and references, and browse w…
D 52 6⁄6 ◉ ⏳ 88 36 0 69 81 40
14417
yongsingyou
Weather MCP Server ⚡ Claim
Provides current weather information and forecasts for major cities through MCP…
D 52 5⁄5 ◉ ⏳ 48 22 — 18 81 86
14418
isgudtek
mycrab-mcp ⚡ Claim
Instant public HTTPS URLs for AI agents via Cloudflare Tunnels. x402 custom dom…
D 52 6⁄4 ◉ ⏳ 60 22 0 44 95 98
14419
vulnerability-lookup
VulnMCP ⚡ Claim 1
An MCP server for vulnerability management that provides tools for automated se…
D 52 5⁄5 ◉ ⏳ 55 0 — 30 81 97
14420
sageethhimachala
A template for deploying MCP servers on Cloudflare Workers without authenticati…
D 52 6⁄6 ◉ ⏳ 54 55 0 27 81 93
14421
oleksii-donets
simple_mcp ⚡ Claim
A Test MCP server that provides tools, promts and resources
D 52 5⁄4 ◉ ⏳ 42 0 N/A 32 92 100
14422
NXr10
Enables interaction with SAP Business One API through Azure Container Apps with…
D 52 6⁄6 ◉ ⏳ 72 52 0 16 81 84
14423
a6b8
Provides unified access to real-time and historical Solana ecosystem data throu…
D 52 5⁄5 ◉ ⏳ 48 17 — 24 83 84
14424
bighadj22
A Model Context Protocol server that enables AI models to access tools through …
D 52 6⁄6 ◉ ⏳ 45 67 0 21 81 96
14425
blackviking1311
A simple demonstration MCP server built with FastMCP that provides basic functi…
D 52 5⁄4 ◉ ⏳ 42 17 N/A 27 95 80
14426
Traia-IO
An MCP server that enables AI agents to interact with the Test MCP Mar19 USDC A…
D 52 5⁄5 ◉ ⏳ 57 0 — 27 78 100
14427
pfelilpe
A vulnerable MCP server implementation that demonstrates how poor coding practi…
D 52 5⁄4 ◉ ⏳ 48 27 N/A 36 75 74
14428
yonaka15
A Model Context Protocol server that enables LLM applications to safely execute…
D 52 5⁄4 ◉ ⏳ 27 28 N/A 23 95 88
14429
worryzyy
HowToCook-MCP Server ⚡ Claim 2
An MCP server that transforms AI assistants into personal chefs by providing re…
D 52 5⁄5 ◉ ⏳ 53 58 — 38 82 18
14430
guanqun-yang
Sentence Reverser ⚡ Claim
Reverse any sentence instantly to see words in the opposite order. Generate pla…
D 52 5⁄4 ◉ ⏳ 30 17 N/A 21 95 100
14431
Aman-Amith-Shastry
Perform advanced numerical computations and array manipulations using NumPy thr…
D 52 5⁄4 ◉ ⏳ 24 31 N/A 19 95 94
14432
self-tech-labs
An MCP server providing standardized access to Swiss court decisions through th…
D 52 6⁄4 ◉ ⏳ 51 55 0 20 95 88
14433
bendusy
An MCP server that connects to Pollinations.ai API, enabling AI models to gener…
D 52 6⁄6 ◉ ⏳ 57 57 0 38 81 80
14434
ismaileneskucuk
Electronic Markets TR ⚡ Claim 1
An MCP server that enables real-time product, price, and stock searching across…
D 52 5⁄5 ◉ ⏳ 43 0 — 48 81 94
14435
yzfly
MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, …
D 52 6⁄6 ◉ ⏳ 63 37 0 34 81 97
14436
anbrme
ibex35-mcp ⚡ Claim
Analyze relationships in the Spanish stock exchange
D 52 6⁄6 ◉ ⏳ 100 0 0 43 81 87
14437
blipemail
email Claim 1
MCP server for Blip disposable email — create inboxes, receive emails, extract …
D 52 5⁄4 ◉ ⏳ 51 0 N/A 30 82 99
14438
Jose-Prince
Predicts video game scores (0-100 scale, similar to Metacritic ratings) using m…
D 52 5⁄5 ◉ ⏳ 60 20 — 16 81 73
14439
javiarmesto
Enables AI clients to interact with Microsoft Dynamics 365 Business Central thr…
D 52 6⁄6 ◉ ⏳ 78 41 0 19 82 88
14440
basehub-ai
Forums Claim
Ask any GitHub repository a question. Get source-backed answers.
D 51 6⁄6 ◉ ⏳ 78 10 0 50 81 95
14441
jeanlaurent
husqvarna-automower ⚡ Claim 1
MCP Server for huqsvarna automower
D 51 5⁄5 ◉ ⏳ 35 21 — 21 86 92
14442
guanqun-yang
Arithmetic ⚡ Claim
Perform quick addition, subtraction, multiplication, and division in your workf…
D 51 5⁄4 ◉ ⏳ 24 22 N/A 21 94 97
14443
szge
szge-lolwiki-mcp ⚡ Claim
Generate friendly greetings for any audience. Toggle Pirate Mode for a playful,…
D 51 6⁄6 ◉ ⏳ 68 51 0 26 81 78
14444
ericmc21
HAPI-MCP Claim 1
A Model Context Protocol server that enables querying FHIR healthcare data usin…
D 51 5⁄5 ◉ ⏳ 33 20 — 18 83 100
14445
aryankeluskar
Polymarket ⚡ Claim
Discover and filter Polymarket prediction markets and events by tags, volume, l…
D 51 6⁄6 ◉ ⏳ 90 10 0 27 81 95
14446
nonead
Enables natural language control of Universal Robots cobots through LLM integra…
D 51 6⁄4 ◉ ⏳ 66 23 0 59 95 70
14447
Sujithreddy22k
A Model Context Protocol server that provides Chuck Norris and Dad jokes which …
D 51 6⁄6 ◉ ⏳ 33 55 0 46 83 100
14448
codedthemes
Provides AI assistants with comprehensive access to Material UI documentation, …
D 51 6⁄6 ◉ ⏳ 54 60 0 29 81 82
14449
serpapi
serpapi-mcp ⚡ Claim
SerpApi MCP Server for Google and other search engine results. Provides multi-e…
D 51 6⁄6 ◉ ⏳ 88 0 0 58 81 87
14450
timclynch
An MCP server implementation that delivers various joke types (Chuck Norris, Da…
D 51 6⁄6 ◉ ⏳ 33 55 0 46 80 100
Showing 14401–14450 of 69135 servers
« Prev 1 … 287 288 289 290 291 … 1383 Next »