MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29595
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7901
LGDiMaggio
MCP server for Motor Current Signature Analysis — fault detection in electric m…
B 70 54 75 25 N/A 71 95 90
7902
0xgasless
A Model Context Protocol server that enables gasless blockchain transactions di…
B 70 55 57 63 49 81 100
7903
lowcodelocky2
Xano MCP Server Claim 1
Enables AI assistants to manage Xano databases through the Model Context Protoc…
B 70 55 72 75 20 71 98
7904
dhhuston
APRS.fi MCP Server Claim 1
A Model Context Protocol server that provides access to APRS.fi API for ham rad…
B 70 55 75 100 N/A 20 95 40
7905
atriumn
tokencost-dev Claim
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
B 70 55 90 0 N/A 89 81 99
7906
noisysocks
Autoconsent MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities f…
B 70 55 63 100 N/A 25 95 52
7907
raulUbillos
Integrates with Jira REST API to create tickets with customizable fields and re…
B 70 55 78 66 19 81 90
7908
stackzero-labs
stackzero-labs/mcp Claim 2
A model context protocol server that enables applications to use stackzero-labs…
B 70 55 53 87 N/A 59 95 54
7909
adityaldy
LPDP MCP Server Claim 1
Enables users to query information about LPDP scholarship financial disbursemen…
B 70 55 84 50 26 82 97
7910
glebis
Sketch MCP Server Claim
Provides a collaborative SVG canvas that allows Claude to create, read, and man…
B 70 54 60 63 N/A 39 87 100
7911
rjn32s
MCP OCR Server Claim
Extracts text from images using Tesseract OCR with support for local files, URL…
B 70 55 60 41 80 78 100
7912
Solvro
Enables querying a Neo4j knowledge graph about Wroclaw University of Science an…
B 70 55 68 67 34 81 94
7913
odos-xyz
Enables interaction with DeFi trading and portfolio analytics through Odos DEX …
B 70 55 82 58 27 81 88
7914
zkyko
A FastAPI-based server that provides a web UI for uploading, processing, and an…
B 70 54 78 56 N/A 18 95 91
7915
i-tozer
Excalidraw MCP Server Claim 1
A Model Context Protocol server that provides API functionality for creating, m…
B 70 55 69 65 29 80 98
7916
o6-webwork
Connects local LLMs to external tools (calculator, knowledge base) via MCP prot…
B 70 55 66 65 41 76 100
7917
Kenan7
Enables interaction with WooCommerce stores through the WordPress REST API, sup…
B 70 55 72 68 29 78 95
7918
v4lheru
generic-mcp-server Claim 1
A framework to use with AI to easily create a server for any service. Just drop…
B 70 54 66 61 N/A 24 92 100
7919
jskorlol
Creates compact skeleton representations of large JSON files by preserving stru…
B 70 55 78 91 27 81 55
7920
vurtnec
Jira Claim 2
MCP to Connect JIRA by NodeJs
B 70 55 72 72 17 80 95
7921
c3budiman
MCP Ping Server Claim 1
Provides a ping tool to check connectivity and measure latency to any hostname …
B 70 55 74 57 39 76 100
7922
kukapay
bridge-rates-mcp Claim
Delivering real-time cross-chain bridge rates and optimal transfer routes to on…
B 70 55 66 58 43 83 97
7923
Agoric
Provides AI assistants with a comprehensive toolkit for developing, testing, an…
B 70 55 72 62 40 76 93
7924
zereight
confluence-mcp Claim
jira, wiki mcp
B 70 55 78 63 28 81 90
7925
yanmxa
Prometheus MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to query Prometheus …
B 70 55 73 82 41 81 63
7926
abcpro1
mcp-cli-catalog Claim 1
An MCP server that publishes CLI tools on your machine for discoverability by L…
B 70 54 69 65 N/A 43 95 70
7927
reverb256
Enables AI assistants to generate videos from text prompts and images by interf…
B 70 55 82 58 27 81 91
7928
parmarjh
Converts various file formats (PDF, Word, PowerPoint, Excel, images, audio, HTM…
B 70 55 60 68 42 82 94
7929
unosend
Unosend MCP Server Claim 1
Enables AI assistants to send emails and SMS messages through the Unosend API. …
B 70 55 90 46 27 80 95
7930
nick0918964388
Wraps IBM Maximo API services as MCP tools, enabling AI applications like Dify …
B 70 55 74 68 22 81 94
7931 B 70 55 76 63 42 78 84
7932
Datai-Network
Datai MCP Server Claim 1
Enables AI agents to retrieve real-time data on wallet DeFi positions, token ba…
B 70 55 80 100 27 82 41
7933
Berman510
EVE ESI Tool Claim 2
An MCP server that integrates EVE Online's ESI API with AI assistants to enable…
B 70 44 45 N/A N/A 45 95 93
7934
seemethere
Cargo MCP Server Claim
Provides a suite of tools for running Cargo commands and interacting with Rust …
B 70 55 72 87 N/A 40 95 45
7935
masa061580
A Node.js implementation that provides tools for advanced PubMed searching, inc…
B 70 55 78 62 23 82 91
7936
mitsuhiko
Pexpect MCP Server Claim
Enables AI assistants to execute Python code with pexpect functionality for int…
B 70 55 54 82 46 81 82
7937
kevinuehara
devto-mvp-server Claim
This is a complete MCP (Model Context Protocol) server that implements a articl…
B 70 55 70 61 39 81 93
7938
ampcome-mcps
Notion MCP Server Claim
Connects AI assistants to Notion workspaces, allowing users to search, create, …
B 70 55 72 68 21 82 93
7939
guangxiangdebizi
FinanceMCP-DCTHS Claim 2
A financial data server integrating Tushare API to provide sector indexes, mark…
B 70 55 86 100 46 80 19
7940
openocean-finance
OpenOcean MCP Claim
Enables interaction with decentralized exchanges (DEXs) through OpenOcean, allo…
C 69 55 78 56 21 81 100
7941
Kamatalarajeev
Crypto MCP Server Claim
Provides real-time and historical cryptocurrency market data from 100+ exchange…
C 69 55 72 61 21 81 100
7942
trymonoly
Kali-Mcp-Toolkit Claim 1
An MCP server that exposes over 500 Kali Linux security tools to AI models for …
C 69 54 51 66 N/A 45 88 94
7943
SauravPahadia
Enables access to Oura Ring health data including sleep patterns, activity metr…
C 69 55 66 65 26 81 98
7944
hasanoz07
Enables AI models to fetch and summarize Gmail messages, send emails with attac…
C 69 55 84 53 19 81 92
7945
JeremyNixon
MCP Fetch Claim 2
Model Context Protocol server that enables Claude Desktop (or any MCP client) t…
C 69 55 66 82 N/A 42 87 60
7946
Krekun
Provides a bridge between AI assistants and VRChat, enabling AI-driven avatar c…
C 69 54 60 61 N/A 25 92 99
7947
ThetaBird
mcp-server-axiom-js Claim 1
An npx-compatible port of @Axiom's mcp-server-axiom
C 69 55 60 70 38 78 95
7948
Traves-Theberge
A server that enables AI assistants to access, analyze, and understand HackerNe…
C 69 55 90 36 39 83 91
7949
tijs
MCP Sound Tool Claim
A Model Context Protocol implementation that plays sound effects (completion, e…
C 69 55 54 82 N/A 61 95 51
7950
GongRzhe
JSON MCP Server Claim 4
A Model Context Protocol server implementation that enables LLMs to query and m…
C 69 55 77 100 42 69 42
Showing 7901–7950 of 47628 servers
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