MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11501
Sunwood-ai-labs
A Model Context Protocol server that enables efficient management of GitHub iss…
C 63 54 51 57 N/A 56 87 67
11502
weavely
A deployable Model Context Protocol server for Cloudflare Workers that enables …
C 63 55 64 52 21 81 88
11503
vlad-ds
Street View MCP Claim
A server that enables AI models to fetch and display Google Street View imagery…
C 63 55 76 40 24 81 86
11504
zzuse
An MCP server that enables users to compile C++ code and retrieve assembly outp…
C 63 55 57 57 25 82 89
11505
kukapay
jupiter-mcp Claim 1
An MCP server for executing token swaps on the Solana blockchain using Jupiter'…
C 63 55 51 56 48 71 91
11506
brijr
meta-mcp Claim
MCP Server for connecting to the Meta Marketing API
C 63 66 88 72 0 40 81 90
11507
PhillipRt
Official implementation of Anthropic's 'think' tool that provides Claude with a…
C 63 55 54 50 25 84 95
11508
thelabvenice
memdata-mcp Claim
MCP server for persistent memory, enabling AI agents to store and semantically …
C 63 64 72 72 0 52 83 100
11509
moveleq67
Enables deployment of Model Context Protocol servers on Cloudflare Workers with…
C 63 55 48 70 29 83 80
11510
hteek
Serverless MCP Claim
A serverless implementation of the Model Context Protocol that provides AWS Cos…
C 63 64 86 67 0 32 95 89
11511
nssachin
mcp-demo Claim
Provide a simple demonstration of an MCP server implementation. Enable basic in…
C 63 54 38 57 N/A 21 95 100
11512
WGalyean50
Enables AI-powered analysis of sales call transcripts through natural language …
C 63 54 66 27 N/A 26 95 94
11513
0xGval
A lightweight toolkit that enables Claude to search Twitter with natural langua…
C 63 55 88 82 19 81 23
11514
PetrefiedThunder
mcp-fred Claim 1
An MCP server that wraps the Federal Reserve Economic Data (FRED) API, providin…
C 63 55 45 63 37 82 89
11515
lennart-finke
baba_is_eval Claim
Claude et al. play the brilliant puzzle title "Baba is You"
C 63 54 66 31 N/A 18 95 95
11516
monad-vibe
Monad MCP Server Claim 1
A Model Context Protocol server that enables AI models to interact with the Mon…
C 63 55 39 56 42 81 98
11517
Moenamatics
Opus MCP Server Claim
Enables programmatic interaction with Opus workflow automation platform, allowi…
C 63 66 94 60 0 42 81 98
11518
dannySubsense
YouTube MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to access YouTube da…
C 63 55 55 42 37 81 100
11519
qy527145
Acemcp Claim
Enables semantic code search across codebases with automatic incremental indexi…
C 63 66 86 63 0 55 81 91
11520
linxule
lotus-wisdom-mcp Claim 1
Contemplative problem-solving using the Lotus Sutra's wisdom framework. Multi-p…
C 63 66 81 68 0 65 82 86
11521
whiskyCavalier
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 70 24 81 85
11522
Yoosu-L
Enables benchmarking of Large Language Model APIs by measuring performance metr…
C 63 66 96 60 0 41 81 94
11523
kukapay
hyperliquid-info-mcp Claim 1
An MCP server that provides real-time data and insights from the Hyperliquid pe…
C 63 55 51 45 42 82 94
11524
rossja
A Model Context Protocol server that provides network analysis tools for securi…
C 63 55 51 42 42 80 99
11525
ExposureGuard
ExposureGuard Claim 1
Domain security scanning for AI agents. A-F grades, 8 checks, fix snippets.
C 63 55 90 10 N/A 29 81 100
11526
maccam912
searxng-mcp-server Claim
A TypeScript-based MCP server for SearXNG that allows users to create and summa…
C 63 54 54 30 N/A 43 92 96
11527
ServiceStack
Dynamically creates an MCP server from ServiceStack API metadata configuration …
C 63 66 92 67 0 41 81 94
11528
akaiserg
MCP Memory Tracker Claim
A Model Context Protocol (MCP) server that provides persistent memory capabilit…
C 63 54 62 30 N/A 23 95 100
11529
Exspiravit
Weather MCP Claim
Enables users to get real-time weather information for any city in the world. P…
C 63 55 62 50 42 81 78
11530
Mo3g4u
Sakila MCP Server Claim 1
Enables natural language interaction with MySQL Sakila database through intent-…
C 63 55 72 37 29 82 88
11531
dabidstudio
Enables extraction of transcripts, keyword-based video search with metadata ret…
C 63 55 54 37 51 77 100
11532
ethanrosswomack
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 68 30 81 84
11533
Maxbleu
MCP Server F1Data Claim
Enables interaction with Formula 1 data through LLM interfaces like Claude. Pro…
C 63 54 62 32 N/A 63 77 88
11534
thejens
Lyngdorf MCP Server Claim 1
Controls Lyngdorf Audio devices (TDAI, MP, CD series) via TCP with automatic de…
C 63 66 90 77 0 31 81 94
11535
guhank
Provides AI agents access to over 200 AI models and 10 service categories via a…
C 63 55 88 10 32 80 97
11536
mauricioTechDev
Weather MCP Server Claim 1
A Model Context Protocol server that enables AI models to fetch weather alerts …
C 63 55 45 63 18 81 100
11537
JackKuo666
PubChem MCP Server Claim
Enables AI assistants to search and retrieve chemical compound information, str…
C 63 55 76 31 16 83 98
11538
dabblefish-solutions
Enables the analysis of DBT manifests with automatic schema version detection a…
C 63 55 68 30 36 82 95
11539
Traia-IO
Nager MCP v101 Claim 1
An MCP server that provides access to the Nager.Date API for retrieving public …
C 63 54 53 43 N/A 27 92 99
11540
nothintoulouse
A template for deploying authentication-free MCP servers on Cloudflare Workers …
C 63 55 48 70 27 84 80
11541
niyabits
Creates a summary of photos from Apple Photos, generating a personalized year-i…
C 63 54 62 21 N/A 47 95 90
11542
drewautomates
Connects your Noverload saved content library to AI assistants, enabling search…
C 63 66 92 72 0 35 81 92
11543
BochaAI
Bocha Search MCP Claim
An AI-focused search engine that enables AI applications to access high-quality…
C 63 55 66 46 27 80 90
11544
tarcisiodier
MikroTik MCP Claim 1
A bridge between AI assistants and MikroTik RouterOS devices, allowing natural …
C 63 55 72 74 36 81 39
11545
meaigood001
Enables Google search functionality through the Google Custom Search API with e…
C 63 55 60 42 37 81 91
11546
chry8822
A minimal, production-ready TypeScript template for building Model Context Prot…
C 63 55 60 100 43 81 16
11547
seovimalraj
Enables interaction with Google Ads through secure OAuth authentication to disc…
C 63 66 94 63 0 47 81 91
11548
xiaomizhoubaobei
XMZ MCP Server Claim
Enables AI models to interact with Tencent Cloud COS for cloud storage operatio…
C 63 55 54 36 73 81 79
11549
nasoma
Enables users to manage airtime transactions through the Africa's Talking API, …
C 63 55 60 31 49 80 99
11550
nathanwolfe2208
Formats AI agent outputs into professional reports, emails, and documents with …
C 63 55 72 83 22 81 37
Showing 11501–11550 of 67226 servers
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