MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1501
tanker327
UUID MCP Provider Claim
A simple Model Context Protocol server that generates timestamp-based UUIDs (v7…
B 79 55 78 87 41 81 100
1502
iolufemi
Express REST API and MCP Server Framework is a comprehensive development framew…
B 79 54 96 56 N/A 90 95 58
1503
david-strejc
SAGE-MCP Claim
A universal AI assistant MCP server that transforms Claude into a multi-talente…
B 79 55 96 72 43 81 91
1504
Damien829
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memor…
B 79 66 75 96 92 42 69 87
1505
standardbeagle
mcp-debug Claim
Debug and develop MCP servers with hot-swapping, session recording, and playbac…
B 79 54 84 43 N/A 75 95 99
1506
base76-research-lab
conductor-graph-mcp Claim 1
Exposes a CognOS agent system as a machine-readable graph. Full system snapshot…
B 79 55 90 91 N/A 29 83 85
1507
shopsavvy
Complete product and pricing data solution for AI assistants. Search for produc…
B 79 55 84 70 58 80 100
1508
useconduit
Conduit MCP Claim
Connects AI agents to Conduit data streams for ingesting events, querying data,…
B 79 54 94 67 35 89 99
1509
pebbletek
cribl-mcp Claim
This server acts as a MCP bridge to interact with the Cribl REST API. It allows…
B 79 55 78 76 63 77 99
1510
ryelle
Enables checking WCAG color contrast ratios and accessibility compliance betwee…
B 79 55 82 57 79 82 100
1511
SebastianBaltes
Enables Claude Code to interact with Linux X11 desktops by performing mouse act…
B 79 55 78 91 N/A 27 95 89
1512
dhofheinz
MCP ComfyUI Flux Claim 1
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
B 79 54 84 62 N/A 60 90 94
1513
freema
openclaw-mcp Claim 2
MCP server for [OpenClaw](https://github.com/openclaw/openclaw) AI assistant in…
B 79 55 75 68 76 80 100
1514
KaiErikNiermann
pypreset Claim
Scaffold Python projects from YAML presets, augment existing projects with CI/t…
B 79 54 84 60 N/A 62 95 90
1515
wso2
fhir-mcp-server Claim
Model Context Protocol server for Fast Healthcare Interoperability Resources (F…
B 79 55 84 66 72 83 91
1516
CryptoAPIs-io
mcp-transactions-data Claim 2
MCP server for transaction lookup across EVM, UTXO, Solana, XRP, Kaspa via Cryp…
B 79 64 81 76 92 37 83 92
1517
omd0
Enables processing and translating SRT subtitle files with intelligent conversa…
B 79 55 78 100 N/A 31 95 75
1518
annibale-x
mcp-webgate Claim
Web search that doesn't wreck your AI's memory.
B 79 44 61 N/A N/A 64 95 98
1519
mizukaizen
hive-doctrine-mcp Claim
Agent knowledge marketplace. 105 products, 6 MCP tools, x402 payments on Base n…
B 79 54 67 100 N/A 37 90 90
1520
kapillamba4
Code Memory Claim
MCP server with local vector search for your codebase. Smart indexing, semantic…
B 79 54 76 58 N/A 81 92 92
1521
olaservo
Skill Jack MCP Claim
Integrates Agent Skills into LLMs by discovering skills in a configured directo…
B 79 54 78 57 N/A 72 90 98
1522
arunsanna
AWS Sage Claim 2
A unified MCP server for AWS that enables natural language infrastructure manag…
B 79 55 84 82 68 81 76
1523
JamsusMaximus
trainingpeaks-mcp Claim 1
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …
B 79 54 100 46 N/A 51 90 98
1524
sealablab
Moku MCP Server Claim
Enables LLM control of Moku devices through network discovery, connection manag…
B 79 54 90 61 N/A 40 95 97
1525
Ansvar-Systems
srilanka-law-mcp Claim
Sri Lanka legislation via MCP -- full-text search across statutes and provisions
B 79 54 69 93 N/A 34 95 91
1526
X-McKay
Geocode MCP Server Claim 1
Provides global geocoding capabilities to convert city names and addresses into…
B 79 55 90 56 66 83 100
1527
leandrogavidia
Enables AI assistants to interact with the x402 payment protocol on Solana, all…
B 79 55 90 71 49 81 98
1528
RichardHan
A Model Context Protocol server that enables secure interaction with Microsoft …
B 79 55 81 70 68 76 100
1529
LNS2905
mcp-beads-village Claim 2
Multi-agent MCP server for task coordination
B 79 55 86 91 N/A 30 90 82
1530
OpenCageData
MCP server for OpenCage geocoding API
B 79 54 79 71 N/A 59 83 99
1531
ShiftinBits
constellation Claim
Code Intelligence Platform for AI Coding Agents
B 79 44 71 N/A N/A 55 95 90
1532
Seitrace
Enables natural language access to blockchain data and insights through the Sei…
B 79 55 96 68 42 81 98
1533
lightos
Interactive Shell MCP Claim 1
Enables LLMs to create and manage persistent, interactive shell sessions with f…
B 79 54 100 56 N/A 48 87 97
1534
qpiai
Enables AI assistants to interact with Zoho Projects for managing projects, tas…
B 79 55 86 100 39 81 72
1535
globodai-group
Enables AI assistants to manage Google Cloud DNS zones and records, supporting …
B 79 55 90 68 48 81 100
1536
crazyrabbitLTC
MPC Tally API Server Claim 1
A server that allows AI agents to interact with the Tally API to access DAO gov…
B 79 55 100 67 44 80 91
1537
kingkongshot
Spec Workflow MCP Claim
An intelligent MCP server that helps development teams maintain high-quality pr…
B 79 55 96 100 53 84 47
1538
nickdesi
FFBB MCP Server Claim
Provides access to real-time data from the French Basketball Federation (FFBB),…
B 79 66 74 71 87 69 82 90
1539
always-further
AgentUp Claim
Portable , scalable , secure AI Agents
B 79 54 86 43 N/A 79 95 93
1540
srdmathur
Collects and aggregates developer activity data from GitLab, GitHub, Google Cal…
B 79 55 96 65 44 81 100
1541
peacockery-studio
Provides Claude with access to Microsoft SharePoint via the Microsoft Graph API…
B 79 55 100 61 52 78 93
1542
infinitnet
Provides seamless access to the ConceptNet semantic knowledge graph, enabling c…
B 79 55 96 56 64 81 91
1543
openbnb-org
mcp-server-airbnb Claim 1
Provides tools to search Airbnb and get listing details.
B 79 55 96 60 61 83 91
1544
hekmon8
A server that enables interaction with Home Assistant devices and automations t…
B 79 55 94 66 52 76 99
1545
kannanprabu
MCPPentestBOT Claim
Enables AI assistants to perform authorized security testing and penetration te…
B 79 54 96 56 N/A 37 95 100
1546
todo-for-ai
Provides AI assistants with a standardized interface to interact with the Todo …
B 79 55 94 63 55 80 99
1547
oksure
openalex-research-mcp Claim 1
MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citatio…
B 79 55 70 100 N/A 56 81 82
1548
yokingma
one-search-mcp Claim
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser,…
B 79 55 82 100 N/A 73 83 51
1549
gglessner
Enables interaction with .zim archives by providing tools for article search, c…
B 79 44 72 N/A N/A 43 95 100
1550
appwrite
mcp-for-api Claim
MCP (Model Context Protocol) server for Appwrite
B 79 54 96 57 N/A 76 95 69
Showing 1501–1550 of 67181 servers
« Prev 1 29 30 31 32 33 1344 Next »