MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29844
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10201
higress-group
MCP server that provides comprehensive tools for managing [Higress](https://git…
C 66 54 76 41 N/A 26 89 91
10202
rcoldwell
Enables AI assistants to search and retrieve records from the Digital Guitar Ar…
C 66 55 60 56 27 83 96
10203
DOGGY-SAINT
Enables programmatic access to EndNote .enl libraries, allowing users to list, …
C 66 54 70 33 N/A 34 92 98
10204
Quaestor-Technologies
Connects AI clients to the Standard Metrics API for automated analysis of ventu…
C 66 55 62 40 60 81 93
10205
AlyssonM
HiveAuth MCP Server Claim 1
A Model Context Protocol (MCP) server that enables LLM applications to perform …
C 66 55 78 82 N/A 28 89 37
10206
Sifu213
A server that retrieves NFT-related data on the Monad testnet, allowing users t…
C 66 54 54 66 N/A 27 90 87
10207
aadityasinghal7
A Model Context Protocol server that enables AI assistants to interact with Azu…
C 66 55 45 82 26 81 92
10208
FutureUnreal
mcp-pdf2md Claim
PDF to Markdown conversion tool
C 66 54 62 41 N/A 44 90 94
10209
phaserjs
Connects LLMs to Phaser Editor v5 to facilitate the management of game scenes, …
C 66 54 56 50 N/A 34 90 97
10210
tb8412
Deterministic pre-execution safety certification for autonomous AI agents. Eval…
C 66 54 66 38 N/A 32 94 93
10211
serima
Twitter MCP Server Claim
Provides tools for accurate Twitter/X post character counting, validation, and …
C 66 55 78 47 31 83 82
10212
adamd9
Helps users find suitable LinkedIn job opportunities by automatically scraping …
C 66 55 60 58 26 81 99
10213
PranavMishra28
Enables sending emails through Gmail using your Gmail credentials. Provides a s…
C 66 55 66 100 25 81 43
10214
IONIS-AI
ionis-mcp Claim
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correl…
C 66 54 72 28 N/A 38 95 91
10215
I-CAN-hack
pdf-mcp Claim 1
An MCP server for reading, rendering, and searching PDF files, specifically opt…
C 66 54 49 47 N/A 52 90 96
10216
AlexW00
A Model Context Protocol server that enables interaction with Helm charts on Ar…
C 66 55 53 100 50 81 41
10217
ExactDoug
Fetch MCP Server Claim 1
Enables retrieval and processing of web page content for LLMs by converting HTM…
C 66 55 64 58 31 81 88
10218
firozanam
Provides intelligent error detection and debugging capabilities across multiple…
C 66 54 72 28 N/A 51 90 91
10219
linxule
mineru-mcp Claim
MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX …
C 66 55 54 72 36 76 90
10220
hew
An MCP server that evaluates product designs against Dieter Rams' 10 principles…
C 66 55 39 82 N/A 18 95 90
10221
asadudin
gdrive mcp capable of upload
C 66 55 78 46 19 81 97
10222
Adyen
adyen-mcp Claim
Typescript library for integrating Adyen APIs via an MCP server
C 66 66 90 70 0 66 82 93
10223
Spectre006
An API server that enables interaction with IBM Maximo resources like Assets an…
C 66 55 72 38 34 81 98
10224
harish-anandaramanujam
Python based with all 29 tools that's available to developers from National Par…
C 66 54 60 52 N/A 37 95 82
10225
security-use
Enables AI assistants to scan project dependencies and Infrastructure as Code f…
C 66 55 84 31 29 76 100
10226
YuChenSSR
mindmap-mcp-server Claim
A Model Context Protocol (MCP) server for generating a beautiful interactive mi…
C 66 54 74 25 N/A 45 90 96
10227
Noveum
API-Market MCP Server Claim 4
A Model Context Protocol server that exposes over 200+ APIs from API.market as …
C 65 55 77 82 41 76 36
10228
z4656207
Enables interaction with Mowen Notes to create, edit, and manage rich text cont…
C 65 55 66 46 64 81 70
10229
isaacgounton
A Model Context Protocol server that integrates with Brave Search API to provid…
C 65 55 57 66 23 81 88
10230
zh19980811
AutoCAD MCP Server Claim
A server that enables natural language interaction with AutoCAD through large l…
C 65 54 66 28 N/A 36 95 97
10231
matchs
Enables AI assistants to interact with Terraform Cloud workspaces and runs, inc…
C 65 55 66 100 24 81 38
10232
sp2learn
An MCP server and web application that enables natural language medical queries…
C 65 55 73 41 22 81 98
10233
solenyaresearch0000
Enables interaction with Opinion.trade decentralized prediction markets on BNB …
C 65 66 96 76 0 24 82 100
10234
Wolfe-Jam
Persistent project context for xAI Grok. IANA-registered .faf format.
C 65 64 84 63 0 82 95 75
10235
fablefang
Enables AI assistants to automatically log and manage conversation history with…
C 65 55 80 83 22 81 39
10236
flowzap-xyz
flowzap-mcp Claim 1
Create workflow, sequence, and architecture diagrams using FlowZap Code DSL. 7 …
C 65 66 94 67 0 50 82 92
10237
jiayao
mcp-chess Claim 1
A MCP server playing chess against LLMs.
C 65 54 53 38 N/A 42 92 99
10238
HgDeveloper13
Enables interaction with Google Sheets, Docs, and Drive to manage spreadsheets,…
C 65 55 68 38 40 80 99
10239
gunjankum06
MyPostmanServer Claim 1
A lightweight Node.js-based MCP server that exposes custom tools via HTTP and S…
C 65 54 54 52 N/A 30 94 88
10240
yuki777
MySQL MCP Server Claim 1
A tool that connects to local MySQL databases and enables large language models…
C 65 54 72 58 N/A 32 90 62
10241
pickstar-2002
Video Clip MCP Claim 2
A Model Context Protocol server that provides video manipulation capabilities, …
C 65 55 57 60 41 78 88
10242
shengshengshengbuxi
MySQL MCP Server Claim
Enables interaction with MySQL databases through the Model Context Protocol, al…
C 65 55 60 68 31 76 85
10243
aliyun
DataWorks MCP Server Claim 1
A Model Context Protocol server that enables AI agents to interact with Alibaba…
C 65 55 81 74 50 81 28
10244
0x-Professor
CTFtime MCP Server Claim
Provides programmatic access to CTFtime.org data for retrieving information abo…
C 65 55 72 35 29 81 100
10245
MeterLong
Doc/docx-MCP Claim
A powerful Word document processing service based on FastMCP, enabling AI assis…
C 65 54 76 28 N/A 18 95 98
10246
Quantum-369
Enables interaction with Gmail through the Gmail API to read, send, and manage …
C 65 55 68 41 42 81 89
10247
joepangallo
cloud-agent Claim
AI software engineer — writes code, opens PRs, reviews code, generates tests, a…
C 65 66 94 78 0 57 72 89
10248
mordang7
ContextKeep Claim
Infinite Long-Term Memory for AI Agents (MCP Server)
C 65 55 72 31 N/A 40 80 99
10249
vishnujayvel
Enables AI assistants to manage Splitwise expenses with atomic duplicate preven…
C 65 66 100 71 0 46 81 86
10250
emmanuelsystems
Notion MCP Server Claim 1
A Model Context Protocol server that connects AI assistants like Claude to Noti…
C 65 55 63 100 23 81 39
Showing 10201–10250 of 57580 servers
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