MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7251
l3wi
Lighthouse MCP Claim 2
A Model Context Protocol server that enables Claude to interact with and analyz…
B 70 54 63 66 N/A 20 92 98
7252
EfrainTorres
Instagram & Facebook MCP server for Meta Marketing API v25 with secure token re…
B 70 55 84 74 N/A 53 95 32
7253
VivaLaPanda
Enables searching and retrieving preserved Twitter data from the Community Arch…
B 70 55 76 60 24 81 96
7254
0xAnkitSingh
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
B 70 54 74 51 N/A 21 95 100
7255
osamaloup
Provides file system operations (read, write, list, delete) and Git repository …
B 70 55 78 53 26 81 100
7256
lchampz
heimdall Claim
🛡️ MCP Heimdall - Advanced Environment Architect & Diagnostic Tool.
B 70 54 72 53 N/A 34 87 100
7257
hetpatel-11
Supermemory MCP Claim 1
An MCP server that enables users to visualize Supermemory document data as an i…
B 70 55 51 75 48 80 94
7258
aaronjmars
web3-research-mcp Claim
Deep Research for crypto - free & fully local
B 70 55 72 58 55 80 83
7259
ChuranNeko
An MCP server that provides real-time weather information, 4-day forecasts, and…
B 70 55 69 58 37 80 99
7260
neno-is-ooo
@mcp/openverse Claim 1
An MCP server that enables searching and fetching openly-licensed images from O…
B 70 55 73 100 39 81 43
7261
jcjiron
Hevy MCP Server Claim
Enables interaction with the Hevy fitness tracking platform through their API. …
B 70 55 66 61 39 81 96
7262
eze-godoy
ns-bridge Claim 1
An MCP server that enables AI assistants to interact with the Netherlands Railw…
B 70 55 63 46 75 81 91
7263
satomic
Enables text-to-image generation and image editing using Azure AI Foundry model…
B 70 55 96 46 22 80 93
7264
2389-research
Provides social media functionality for AI agents, enabling them to login with …
B 70 55 84 46 38 81 95
7265
qingpengchen2011
Enables compilation and serving of Manim animations through natural language. S…
B 70 54 78 56 N/A 19 95 90
7266
vrtornisiello
mcp-camara Claim 1
An MCP server that provides access to the Brazilian Chamber of Deputies open da…
B 70 55 63 57 47 83 98
7267
Meloyg
MCP Weather Server Claim
Enables users to get current weather information for any city worldwide using t…
B 70 55 60 72 32 81 100
7268
AngDrew
Todoist MCP Server Claim 1
Enables interaction with Todoist through the MCP interface, providing full CRUD…
B 70 55 72 67 21 80 99
7269
ymeng98
Enables AI assistants to solve CAPTCHAs using OCR text recognition, object dete…
B 70 55 90 56 20 81 90
7270
ThomAub
ClickHouse MCP Server Claim 2
A Model Context Protocol server that enables Large Language Models to seamlessl…
B 70 55 71 56 38 80 100
7271
aleck31
mcp-chrono Claim
A comprehensive time and calendar utility server that provides timezone convers…
B 70 55 60 65 50 82 93
7272
199-mcp
An enhanced server for ElevenLabs that enables high-quality text-to-speech, voi…
B 70 55 78 46 49 82 89
7273
eoinjordan
GB Studio MCP Server Claim 1
Enables creation, validation, and manipulation of Game Boy Studio projects thro…
B 70 54 88 56 N/A 55 83 61
7274
SAK1337
Enables AI agents to query and analyze blockchain data from Dune Analytics, sup…
B 70 55 66 67 42 81 89
7275
bobbyhiddn
Sympathy-MCP Claim 2
An MCP server for managing Incus virtual machines through structured tools for …
B 70 55 51 82 N/A 27 92 91
7276
dillip285
MCP Terminal Server Claim 2
A secure server for executing terminal commands within predefined paths, allowi…
B 70 55 78 55 56 69 91
7277
CoinStatsHQ
CoinStats MCP Server Claim 2
MCP Server for the CoinStats API. Provides access to cryptocurrency market data…
B 70 55 51 100 49 80 63
7278
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
7279
docxmxm
Enables academic research through Google Scholar by searching for papers, findi…
B 70 55 84 53 34 82 89
7280
RMRanjit
Provides persistent memory for Claude by implementing a local knowledge graph t…
B 70 54 78 51 N/A 18 95 95
7281
LassiterJ
MCP Server Starter Claim 1
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
B 70 55 68 100 43 81 44
7282
desamtralized
A Model Context Protocol server that enables remote management of Android devic…
B 70 55 63 100 N/A 41 95 38
7283
kbhuw
Enables serving and querying documentation with AI capabilities, allowing users…
B 70 55 78 43 44 81 99
7284
maven81g
Enables real-time trading and market data access through TradeStation's API. Su…
B 70 55 66 71 23 81 97
7285
roboulos
Automates FreshBooks invoicing and time tracking through Claude, allowing users…
B 70 55 78 71 24 81 80
7286
7gugu
whistle-mcp Claim
Whistle MCP Server is a Whistle proxy management tool based on the Model Contex…
B 70 55 82 100 50 81 19
7287
ibm-ecm
Enables AI agents to interact with IBM FileNet Content Manager for document and…
B 70 55 78 36 73 81 86
7288
dennisonbertram
Brex MCP Server Claim
Enables interaction with Brex financial data including expenses, budgets, trans…
B 70 55 56 70 57 82 86
7289
voidbox-ai
RhinoCommon MCP Claim
Enables Claude to access Rhino 8 RhinoCommon API documentation for accurate cod…
B 70 55 80 53 41 81 89
7290
zellerhaus
A Model Context Protocol server that provides access to property data, address …
B 70 55 57 66 43 81 99
7291
loukach
Provides AI agents with 36 specialized tools for complete vehicle dealership ma…
B 70 55 90 51 25 81 89
7292
mpnikhil
Lenny RAG MCP Server Claim 1
Provides hierarchical RAG over 299 Lenny Rachitsky podcast transcripts for prod…
B 70 55 90 45 24 83 93
7293
Scofieldkoh
Todoist MCP Claim
Enables LLMs to interact with Todoist task management platform through its API,…
B 70 55 60 61 49 81 100
7294
Processori7
Enables comprehensive internet search capabilities through DuckDuckGo, supporti…
B 70 55 90 62 25 81 78
7295
Meerkats-Ai
Findymail MCP Server Claim 1
An MCP server integrating with Findymail API that enables email validation and …
B 70 55 71 68 22 81 99
7296
cbunting99
Provides comprehensive code analysis through three MCP servers: static analysis…
B 70 55 78 51 50 80 89
7297
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
7298
noeltg77
An MCP server that enables image generation using Replicate's Flux 1.1 Pro mode…
B 70 55 69 71 24 81 94
7299
jagjerez-org
Enables AI-driven 3D model generation and manipulation using OpenSCAD through n…
B 70 54 66 56 N/A 33 90 98
7300
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
B 70 55 84 51 33 81 89
Showing 7251–7300 of 47403 servers
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