MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5801
Program-Integrity-Alliance
PIA MCP Server Claim 1
Enables AI to search and retrieve detailed information from U.S. government dat…
B 73 55 75 58 55 83 91
5802
letsbuildagent
A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allo…
B 73 54 90 40 N/A 37 95 92
5803
Norcim133
MSFT-Mail+Calendar
B 73 54 90 37 N/A 45 91 97
5804
uniquename
BVG MCP Server Claim 1
An MCP server for interacting with the Berlin Public Transport (BVG) API to sea…
B 73 55 73 65 50 81 92
5805
madbonez
caldav-mcp Claim
Universal MCP server for CalDAV protocol integration. Works with any CalDAV-com…
B 73 55 84 67 23 80 98
5806
0x-hewm
Provides browser automation, AI-powered analysis, visual processing, web scrapi…
B 73 54 72 63 N/A 32 95 92
5807
openconstruct
Bridges Claude Desktop with local LLM instances running via llama-server, enabl…
B 73 55 80 100 N/A 25 92 47
5808
datamoc
Enables AI-powered portfolio analysis for Wealthfolio, allowing Claude to query…
B 72 54 78 53 N/A 34 95 91
5809
jihsin
EKMS MCP Server Claim
Enables Claude to search, query, and interact with an Enterprise Knowledge Mana…
B 72 55 88 100 27 81 44
5810
rileyedwards77
Provides a standardized way to integrate Perplexity AI's features like chat, se…
B 72 55 82 68 23 80 92
5811
TechKampe
Enables interaction with Viterbit recruitment API for managing candidates, jobs…
B 72 55 84 67 22 82 91
5812
KunihiroS
A Model Context Protocol server that enables searching Google Patents informati…
B 72 55 63 75 45 81 91
5813
misaamane21j
Provides AI-driven project memory management through structured prompts that he…
B 72 55 88 52 45 80 88
5814
sdairs
claudekeep Claim 1
ClaudeKeep lets you save & share chats from Claude using an MCP inside Claude D…
B 72 54 78 63 N/A 41 95 71
5815
AriEncarnacion
A Cloudflare Workers-deployed MCP server that provides secure remote access to …
B 72 55 78 68 26 81 95
5816
Unson-LLC
freee MCP Server Claim
Enables Claude to interact with freee accounting software through OAuth 2.0 aut…
B 72 55 84 63 42 81 83
5817
softgridinc-pte-ltd
A Model Context Protocol (MCP) server that provides tools for reading Excel (xl…
B 72 55 86 50 43 81 92
5818
BiboyQG
WeChat-MCP Claim
WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and reply …
B 72 54 72 32 N/A 75 95 90
5819
llm-graph
FastPostgresMCP Claim
A blazing fast MCP server that enables AI agents to interact with multiple Post…
B 72 55 72 66 47 81 89
5820
manfye
Provides seamless access to Malaysia's official government data catalogue, enab…
B 72 54 72 56 N/A 42 90 97
5821
r3e-network
Neo N3 MCP Server Claim 2
An MCP server that provides seamless integration with the Neo N3 blockchain, al…
B 72 55 81 36 81 76 89
5822
cmeans
clipboard-mcp Claim
MCP server that reads and writes the system clipboard — tables, text, code, JSO…
B 72 54 82 33 N/A 69 92 84
5823
RealDealCPA-VR
Automates comprehensive accounting workflows including bookkeeping, tax plannin…
B 72 54 80 55 N/A 21 95 96
5824
Bizuayeu
Enables Claude Web to interact with Google Docs through a remote HTTP-based MCP…
B 72 55 84 68 29 74 95
5825
ZachFlint
ssh-mcp-server Claim
Enables AI assistants to securely execute remote SSH commands, perform file tra…
B 72 55 66 72 47 76 94
5826
anis-marrouchi
A Model Context Protocol server that converts diverse file types, including PDF…
B 72 55 63 70 45 81 96
5827
dpdanpittman
Integrates the Quint formal specification language into LLM workflows for acces…
B 72 54 72 62 N/A 35 90 95
5828
kenjisekino
Enables Claude Desktop to search and query personal document collections (PDF, …
B 72 55 78 55 40 80 100
5829
imajumd1
Provides Claude with real-time access to Wikipedia through four essential tools…
B 72 55 72 82 18 81 95
5830
DarkGenius
Zenrus MCP Claim 1
Provides real-time currency exchange rates for USD and EUR against the Russian …
B 72 55 84 60 24 82 100
5831
msaelices
A Python server that enables language models like Claude to interact with Whats…
B 72 55 68 66 50 80 94
5832
mukul975
mcp-windows-server Claim
Enables AI assistants to control Windows systems through natural language comma…
B 72 54 94 28 N/A 58 95 78
5833
akki91
Ankr API MCP Server Claim 1
An MCP server that fetches on-chain blockchain data via the Ankr API, allowing …
B 72 55 65 72 33 81 100
5834
QiPanTanYi
Enables natural language database operations on MySQL databases with AI integra…
B 72 54 80 58 N/A 24 95 88
5835
pistachiomatt
NanoBanana MCP Claim 2
An MCP server that brings Google Gemini's image generation and editing capabili…
B 72 55 63 71 48 78 97
5836
Bankless
onchain-mcp Claim
Bankless Onchain API to interact with smart contracts, query transaction and to…
B 72 55 80 60 37 82 92
5837
MartinSchlott
A redesigned Model Context Protocol server that enables AI models to access fil…
B 72 55 72 65 41 80 96
5838
smart-mcp-proxy
mcpproxy-go Claim
Local MCP proxy with BM25 tool filtering, quarantine security, activity logging…
B 72 54 80 40 N/A 77 92 72
5839
martin-1103
GASSAPI MCP Server Claim
Enables AI assistants to manage API endpoints, environments, and testing workfl…
B 72 55 78 63 29 81 97
5840
InfraMCP
SSH MCP Server Claim
Enables remote Linux server management via SSH, allowing command execution and …
B 72 55 76 43 67 81 98
5841
matteoantoci
Enables programmatic access to Bitpanda cryptocurrency exchange features includ…
B 72 55 84 100 28 81 45
5842
orkuhh
DevUtils MCP Server Claim 1
Provides essential developer tools for workspace management, including advanced…
B 72 54 86 55 N/A 32 87 89
5843
joelhooks
Logseq MCP Tools Claim 1
A Model Context Protocol server that provides AI assistants with structured acc…
B 72 54 53 71 N/A 45 90 99
5844
HughesCuit
heventure-search-mcp Claim 1
Free MCP web search server with 5 engines (DuckDuckGo, Bing, Google SerpAPI, Ta…
B 72 55 84 66 39 82 81
5845
cordlesssteve
Enables systematic document organization with PDF-to-Markdown conversion, intel…
B 72 54 84 57 N/A 33 84 93
5846
Gouliath1
Enables AI clients to track investment portfolios by retrieving positions, calc…
B 72 55 86 58 21 83 100
5847
iamkhanwasim
Enables AI applications to perform basic mathematical operations like addition …
B 72 55 84 51 37 81 100
5848
laruss
An MCP server that automates a headless Chromium browser to generate images usi…
B 72 54 67 71 N/A 27 95 91
5849
matheusslg
Enables transcription of audio files using Google Gemini AI and creates a searc…
B 72 55 76 73 26 81 93
5850
andradehenrique
Dokploy MCP Server Claim
Exposes Dokploy functionalities as tools consumable via the Model Context Proto…
B 72 55 60 68 53 82 99
Showing 5801–5850 of 67197 servers
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