MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25863
Scored
1565
Verified
16957
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7351
ahemavathy
Provides comprehensive functionality including weather data, system utilities, …
B 70 55 90 82 26 81 52
7352
somospragma
Enables the validation and generation of Terraform Infrastructure as Code accor…
B 70 54 72 58 N/A 18 90 100
7353
michaelwaves
Enables access to the Hugging Face Hub API to search and retrieve information a…
B 70 55 84 91 28 80 49
7354
hushaudio
PuppeteerMCP Server Claim 1
An MCP server that enables AI assistants to capture and analyze web page screen…
B 70 54 63 65 N/A 23 95 93
7355
takiAA
Twitter MCP Server Claim 1
Provides tools for interacting with Twitter to retrieve tweets by ID and post n…
B 70 55 78 63 17 81 95
7356
wenxint
OCR MCP Server Claim 1
A Tesseract.js-based server that enables image-to-text recognition within MCP-c…
B 70 54 72 56 N/A 27 92 94
7357
whbfxy
Enables fetching, searching, and summarizing WeChat public account articles thr…
B 70 54 72 61 N/A 33 90 84
7358
singhashish4000
Provides comprehensive Git repository insights including author statistics, bra…
B 70 54 66 61 N/A 21 92 98
7359
mlobo2012
A server that enables Claude Desktop users to access the Claude API directly, a…
B 70 54 94 33 N/A 19 95 95
7360
Solvro
Enables querying a Neo4j knowledge graph about Wroclaw University of Science an…
B 70 55 68 67 34 81 94
7361
binalyze
A Node.js server implementing Model Context Protocol (MCP) that enables natural…
B 70 55 62 82 51 77 73
7362
Dhananjay-2024
Oracle DB Context Claim
Provides contextual Oracle database schema information to AI assistants, enabli…
B 70 55 72 60 29 82 99
7363
Long0308
Provides access to Vietnamese stock market data and APIs from VNDirect, FireAnt…
B 70 54 72 58 N/A 22 95 94
7364
StevenGeller
LDK MCP Server Claim 1
Provides real-time Lightning Development Kit expertise for accelerating iOS Lig…
B 70 55 84 83 51 81 38
7365
morphik-org
Morphik MCP Claim
Enables interaction with the Morphik multi-modal database system for document i…
B 70 55 60 72 33 81 98
7366
ChuranNeko
An MCP server that provides real-time weather information, 4-day forecasts, and…
B 70 55 69 58 37 80 99
7367
tatumio
blockchain-mcp Claim 2
MCP server for Blockchain Data. It provides access to Tatum's blockchain API ac…
B 70 55 63 66 44 80 92
7368
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
7369
starzzzzzzzzzzzzzz
MCP Tools Claim
An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Se…
B 70 55 84 63 20 81 88
7370
Sathiya-Moorthi
Calculator MCP Server Claim 1
A Python-based MCP server that provides a suite of basic arithmetic tools, incl…
B 70 55 66 65 27 84 100
7371
rkilchmn
ChromaDB MCP Server Claim 1
An MCP server that exposes ChromaDB vector database operations, enabling AI ass…
B 70 55 63 82 21 81 90
7372
gemyago
Enables interaction with Bitbucket through the Model Context Protocol, allowing…
B 70 55 80 71 67 81 43
7373
Magic-Sauce
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
B 70 55 94 82 42 81 32
7374
subnetmarco
pgmcp Claim
Natural language PostgreSQL queries with automatic streaming, read-only safety,…
B 70 54 76 46 N/A 61 89 77
7375
tim-mcdonnell
Tana MCP Server Claim 1
An MCP server that connects to Tana's Input API, allowing Large Language Models…
B 70 55 57 72 56 77 89
7376
Rajawatrajat
MCP Software Engineer Claim 3
Enables Claude to function as a full-stack software engineer with comprehensive…
B 70 55 96 82 N/A 21 88 37
7377
xiaolaa2
MIDI File MCP Claim 1
A powerful MCP tool for parsing and manipulating MIDI files that allows users t…
B 70 55 70 82 67 76 51
7378
fernsugi
x402-api Claim
DeFi data API for AI agents — pay-per-call via x402/USDC on Base
B 70 64 94 68 0 69 95 100
7379
tomohiro-owada
devrag Claim
Lightweight local RAG MCP server. 40x token reduction.
B 70 54 82 28 N/A 64 90 85
7380
jonradoff
lightcms Claim
AI-native CMS with 41 MCP tools for managing websites through natural language.
B 70 54 64 40 74 81 98
7381
CORDEA
Provides access to Japanese statistical standard area codes (標準地域コード) from offi…
B 70 55 66 82 44 81 71
7382
srnetadmin
Nanoleaf MCP Server Claim 2
A Model Context Protocol server that enables controlling Nanoleaf smart lights …
B 70 55 69 55 41 82 100
7383
cap5192
Enables management and monitoring of Cisco Meraki networks, including device op…
B 70 55 78 66 21 81 93
7384
makaveli006
A production-ready MCP server that enables users to interact with PostgreSQL da…
B 70 55 60 71 47 81 87
7385
Phionx
Say Hello Claim
Send personalized greetings by name and quickly test simple interactions. Toggl…
B 70 54 68 60 N/A 29 94 91
7386
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
7387
JJJHoons
Enables comprehensive security vulnerability scanning and code quality analysis…
B 70 55 84 61 20 80 92
7388
yanmxa
litemcp Claim
A minimal, lightweight client designed to simplify SDK adoption into MCP
B 70 54 78 50 N/A 45 90 78
7389
cppmyjob
Provides structured task planning and tracking capabilities with 40 tools for m…
B 70 55 54 82 N/A 32 95 78
7390
theYahia
voximplant-mcp Claim 2
MCP server for Voximplant API — call history, users, SMS. 3 tools.
B 70 44 51 N/A N/A 58 95 76
7391
FaithCoderLab
NicePay MCP Server Claim
Enables developers to search and access NicePay payment API documentation, incl…
B 70 55 72 100 N/A 44 95 26
7392
eliasbiondo
Enables searching and scraping of LinkedIn for structured data on people, compa…
B 70 55 76 40 56 83 94
7393
NehaSJ99
Enables users to fetch real-time weather alerts from the National Weather Servi…
B 70 55 86 36 45 81 98
7394
Senpai-Sama7
Turns any LLM into a coding co-pilot with production-ready MCP server providing…
B 70 55 72 62 50 81 82
7395
franciscorojas27
A modular server that enables management of MongoDB databases, collections, doc…
B 70 55 82 47 44 76 95
7396
prasadabhishek
photographi-mcp Claim
Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Li…
B 70 54 66 30 N/A 79 95 87
7397
Emenowicz
Hybris MCP Server Claim
Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances fo…
B 70 55 78 60 30 81 92
7398
gmailhasan
Weather MCP Server Claim
Provides current weather data and hourly forecasts for any location worldwide u…
B 70 55 66 71 24 81 96
7399
christian561
A TypeScript-based MCP server that enables LLM agents to interact with Gel data…
B 70 55 78 61 24 81 95
7400
stefanoamorelli
estonia-ai-kit Claim
🇪🇪 Open-source AI SDK for Estonian government and private services. MCP servers…
B 70 64 100 66 0 75 90 91
Showing 7351–7400 of 33449 servers
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