MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11651
tarcisiodier
MikroTik MCP Claim 1
A bridge between AI assistants and MikroTik RouterOS devices, allowing natural …
C 63 55 72 74 36 81 39
11652
NeoXider
Web Search Neo Claim
Enables fetching and extracting text from URLs, searching the web via DuckDuckG…
C 63 55 70 41 22 80 93
11653
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
11654
weavely
A deployable Model Context Protocol server for Cloudflare Workers that enables …
C 63 55 64 52 21 81 88
11655
zzuse
An MCP server that enables users to compile C++ code and retrieve assembly outp…
C 63 55 57 57 25 82 89
11656
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
11657
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
11658
PhillipRt
Official implementation of Anthropic's 'think' tool that provides Claude with a…
C 63 55 54 50 25 84 95
11659
moveleq67
Enables deployment of Model Context Protocol servers on Cloudflare Workers with…
C 63 55 48 70 29 83 80
11660
brijr
meta-mcp Claim
MCP Server for connecting to the Meta Marketing API
C 63 66 88 72 0 40 81 90
11661
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
11662
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
11663
WGalyean50
Enables AI-powered analysis of sales call transcripts through natural language …
C 63 54 66 27 N/A 26 95 94
11664
Yoosu-L
Enables benchmarking of Large Language Model APIs by measuring performance metr…
C 63 66 96 60 0 41 81 94
11665
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
11666
0xGval
A lightweight toolkit that enables Claude to search Twitter with natural langua…
C 63 55 88 82 19 81 23
11667
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
11668
Moenamatics
Opus MCP Server Claim
Enables programmatic interaction with Opus workflow automation platform, allowi…
C 63 66 94 60 0 42 81 98
11669
qy527145
Acemcp Claim
Enables semantic code search across codebases with automatic incremental indexi…
C 63 66 86 63 0 55 81 91
11670
whiskyCavalier
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 70 24 81 85
11671
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
11672
ServiceStack
Dynamically creates an MCP server from ServiceStack API metadata configuration …
C 63 66 92 67 0 41 81 94
11673
rossja
A Model Context Protocol server that provides network analysis tools for securi…
C 63 55 51 42 42 80 99
11674
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
11675
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
11676
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
11677
Mo3g4u
Sakila MCP Server Claim 1
Enables natural language interaction with MySQL Sakila database through intent-…
C 63 55 72 37 29 82 88
11678
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
11679
dabidstudio
Enables extraction of transcripts, keyword-based video search with metadata ret…
C 63 55 54 37 51 77 100
11680
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
11681
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
11682
ethanrosswomack
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 68 30 81 84
11683
guhank
Provides AI agents access to over 200 AI models and 10 service categories via a…
C 63 55 88 10 32 80 97
11684
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
11685
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
11686
JackKuo666
PubChem MCP Server Claim
Enables AI assistants to search and retrieve chemical compound information, str…
C 63 55 76 31 16 83 98
11687
dabblefish-solutions
Enables the analysis of DBT manifests with automatic schema version detection a…
C 63 55 68 30 36 82 95
11688
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
11689
nothintoulouse
A template for deploying authentication-free MCP servers on Cloudflare Workers …
C 63 55 48 70 27 84 80
11690
niyabits
Creates a summary of photos from Apple Photos, generating a personalized year-i…
C 63 54 62 21 N/A 47 95 90
11691
bamchi
scrapi Claim
Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with ant…
C 63 66 72 72 0 74 69 97
11692
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
11693
drewautomates
Connects your Noverload saved content library to AI assistants, enabling search…
C 63 66 92 72 0 35 81 92
11694
djbriane
Plex MCP Server Claim
A Python-based MCP server that integrates with Plex Media Server API to search …
C 63 55 60 43 26 81 98
11695
mbaas-inc
BaaS-MCP Claim
Enables interaction with AIApp BaaS authentication system through keyword-based…
C 63 55 54 100 31 81 36
11696
HermanErKu
Enables users to view and create events in their iCloud Calendar using natural …
C 63 55 68 40 21 81 95
11697
MarvelEyiosa
Enables AI systems to remember interactions, understand document context throug…
C 63 55 72 56 19 81 72
11698
marlinkcyber
BBOT MCP Server Claim
Enables users to run and manage BBOT security scans through the MCP interface. …
C 63 55 60 33 42 81 98
11699
pipeworx-io
mcp-jokes Claim
Enables searching jokes by keyword and retrieving joke categories using the fre…
C 63 55 90 0 47 81 97
11700
aillescas76
Provides tools for Python code navigation, analysis, and refactoring, including…
C 63 55 54 82 N/A 30 95 42
Showing 11651–11700 of 67226 servers
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