MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7701
spencer-life
Exposes LangChain and Anthropic Claude capabilities as tools for generating pro…
B 70 55 90 42 42 83 86
7702
wopal-cn
A Model Context Protocol server that provides real-time hot trending topics fro…
B 70 55 75 87 43 82 51
7703
AkM-2018
AWS CDK MCP Server Claim
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
B 70 55 54 82 44 80 86
7704
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
7705 B 70 54 62 63 N/A 37 90 94
7706
ghively
Any-API MCP Server Claim
A configurable MCP server that adapts any HTTP API into an MCP toolset with gen…
B 70 55 72 75 22 81 89
7707
gensecaihq
pfsense-mcp-server Claim
pfSense MCP Server enables security administrators to manage their pfSense fire…
B 70 55 82 43 N/A 46 76 98
7708
RKTakami
Provides up-to-date information for Rust and Slint development by fetching real…
B 70 55 72 60 44 80 87
7709
jskorlol
Creates compact skeleton representations of large JSON files by preserving stru…
B 70 55 78 91 27 81 55
7710
lamemind
A utility toolkit that enhances Claude's code interaction capabilities by provi…
B 70 54 68 62 N/A 16 95 98
7711
WeiWeicode
Node.js MCP Server Claim
A comprehensive MCP server that enables file operations, mathematical calculati…
B 70 54 68 61 N/A 24 95 94
7712
whbfxy
Enables fetching, searching, and summarizing WeChat public account articles thr…
B 70 54 72 61 N/A 33 90 84
7713
gemyago
Enables interaction with Bitbucket through the Model Context Protocol, allowing…
B 70 55 80 71 67 81 43
7714
st3v
Enables creation, management, and scheduling of Garmin Connect workouts from na…
B 70 55 82 41 45 81 98
7715
potato-castle
Mono Memory MCP Claim
A self-hosted MCP server that provides AI assistants with a shared, persistent …
B 70 54 66 43 48 92 99
7716
pyang2045
TWSE MCP Server Claim
Provides real-time access to Taiwan Stock Exchange market data, financial repor…
B 70 55 88 91 30 81 39
7717
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
7718
ranveer0323
Allows Claude and other MCP clients to access real-time and historical stock ma…
B 70 55 70 63 43 81 88
7719
vfa-khuongdv
Redmine MCP Server Claim 1
Enables AI agents to interact with Redmine API for managing tickets, projects, …
B 70 54 63 70 54 75 88
7720
arslankhanali
Enables interaction with Apple Notes on macOS through AppleScript, allowing use…
B 70 55 54 74 N/A 26 95 94
7721
livoras
A client-server browser automation solution that reduces HTML token usage by up…
B 70 55 72 67 28 81 90
7722
cap5192
Enables management and monitoring of Cisco Meraki networks, including device op…
B 70 55 78 66 21 81 93
7723
Scofieldkoh
Todoist MCP Claim
Enables LLMs to interact with Todoist task management platform through its API,…
B 70 55 60 61 49 81 100
7724
dino65-dev
Provides real-time financial data from Yahoo Finance to Large Language Models t…
B 70 55 72 58 36 81 99
7725
CursorTouch
Android-MCP Claim
MCP Server for interacting with Android Devices.
B 70 54 68 33 N/A 58 95 99
7726
recursivesquircle
Enables AI agents to manage a file-backed ticketing system directly within a lo…
B 70 54 78 57 N/A 30 89 85
7727
kukapay
token-revoke-mcp Claim 1
An MCP server for checking and revoking ERC-20 token allowances across multiple…
B 70 55 57 73 43 76 98
7728
JamesANZ
memory-mcp Claim 1
An MCP server that stores and retrieves memories from multiple LLMs using Mongo…
B 70 54 55 58 N/A 52 92 92
7729
JacerOmri
OpenAPI MCP Server Claim
A command-line tool that transforms any OpenAPI service into a Model Context Pr…
B 70 55 88 67 50 81 52
7730
LeomaiaJr
WOL MCP Server Claim
Provides read-only access to the Watchtower Online Library (WOL) with advanced …
B 70 55 76 51 53 82 84
7731
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
7732
robertoamoreno
A TypeScript-based MCP server that enables AI assistants to interact with Couch…
B 70 55 84 100 19 81 42
7733
genieincodebottle
rag-app-on-aws Claim
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Ge…
B 70 54 70 46 N/A 47 89 94
7734
Omniscience-Labs
OMNI-MQTT-MCP Claim
Enables AI assistants to publish and subscribe to MQTT topics with configurable…
B 70 55 62 82 26 81 90
7735
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
7736
0x4m4
hexstrike-ai Claim
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, …
B 70 54 94 26 N/A 51 87 85
7737
qingpengchen2011
Enables compilation and serving of Manim animations through natural language. S…
B 70 54 78 56 N/A 19 95 90
7738
PraneshASP
foundry-mcp-server Claim
An experimental MCP Server for foundry built for Solidity devs
B 70 55 66 58 N/A 54 81 91
7739
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
7740
bobmatnyc
A cloud-based vector memory service that provides AI assistants with persistent…
B 70 55 78 43 45 81 97
7741
Caue397
Enables LLMs to read, create, and manage Google Calendar events through a stand…
B 70 55 78 75 20 77 87
7742
Magic-Sauce
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
B 70 55 94 82 42 81 32
7743
guocong-bincai
Apifox MCP Pro Claim 1
Provides basic diagnostic and information tools for Apifox API management platf…
B 70 55 84 60 26 80 86
7744
aviveldan
Datagov Israel MCP Claim
MCP for Data.gov.il Israeli Government Data
B 70 55 74 35 65 81 96
7745
daekeun-ml
Translates PowerPoint presentations while preserving formatting using Amazon Be…
B 70 55 72 36 70 81 93
7746
JaxonDigital
Enables AI assistants to manage Optimizely DXP deployments through natural lang…
B 70 55 54 82 51 81 80
7747
klei30
mcp-google-sheets Claim
B 70 54 72 41 N/A 45 90 98
7748
tejedamiguel6
Contentful MCP Server Claim 1
A Model Context Protocol server that enables Claude to interact directly with C…
B 70 55 59 65 40 81 100
7749
MetriLLM
metrillm Claim
Benchmark local LLM models — speed, quality & hardware fitness verdict from any…
B 70 64 90 61 0 83 95 100
7750
gmoneyn
mcp-creator Claim
A tool that enables AI assistants to conversationally scaffold, build, and publ…
B 70 54 88 41 N/A 27 90 94
Showing 7701–7750 of 67197 servers
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