MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1651
always-further
AgentUp Claim
Portable , scalable , secure AI Agents
B 79 54 86 43 N/A 79 95 93
1652
maksimsarychau
mcp-zebrunner Claim 1
Unified Zebrunner MCP server for TCM test cases, suites, coverage analysis, lau…
B 79 54 80 70 N/A 74 81 88
1653
plainly-videos
Enables LLM clients to programmatically generate videos using Plainly's API by …
B 79 54 90 62 N/A 47 95 93
1654
spyrae
claude-concilium Claim
Multi-agent AI consultation framework for Claude Code. Three MCP servers wrappi…
B 79 54 72 77 N/A 57 95 91
1655
neverprepared
Provides secure access to macOS Reminders, Calendar, and Notes using semantic t…
B 79 54 78 65 N/A 70 92 89
1656
joshmsimpson
exiftool Claim 1
Read, write, and remove metadata from 150+ file formats using ExifTool
B 79 55 90 91 N/A 42 95 60
1657
aslamanver
Enables AI assistants to interact with Clockify time tracking API to manage tim…
B 79 55 82 72 54 80 100
1658
leandrogavidia
Enables AI assistants to interact with the x402 payment protocol on Solana, all…
B 79 55 90 71 49 81 98
1659
rowlando
Enables Claude to design strength workouts and push them directly to COROS watc…
B 79 55 78 73 68 81 93
1660
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
1661
consigcody94
Enables automation and management of TP-Link BE3600 routers through browser aut…
B 79 54 94 43 N/A 56 95 100
1662
leonardsellem
n8n MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with n8n…
B 79 55 81 71 58 82 99
1663
edkdev
defi-trading-mcp Claim 1
DeFi Trading Agent MCP Server - Transform your AI into an autonomous crypto tra…
B 79 55 90 100 N/A 38 95 52
1664
leo7nel23
KnowledgeSmith MCP Claim
Enables efficient editing of structured RBT documents through targeted operatio…
B 79 55 78 82 N/A 33 95 93
1665
SalesforceDiariesBySanket
A local-first MCP server that enables intent-based searching across over 350 of…
B 79 54 94 66 N/A 37 92 92
1666
laundromatic
shopgraph Claim 1
Structured product data from the open web — Schema.org + AI extraction for e-co…
B 79 66 71 80 94 37 90 92
1667
ham0215
A configurable proxy that filters GitHub MCP server tools via YAML whitelist, r…
B 79 55 92 68 50 80 99
1668
gregario
mtg-oracle Claim
Magic: The Gathering card search, rules lookup, deck analysis, price data, and …
B 79 54 76 58 N/A 72 94 97
1669
davstr1
Peekaboo MCP Claim 1
Provides read-only access to your entire codebase while restricting AI agents t…
B 79 54 78 63 N/A 64 92 98
1670
datagen24
An MCP server that interfaces with the World Anvil API to facilitate AI-assiste…
B 79 55 71 87 49 82 100
1671
rturv
MCP PDF Reader Claim 1
A Model Context Protocol server that enables the extraction of text, metadata, …
B 79 54 75 58 N/A 75 92 99
1672
juyoung-won
figma-context-mcp Claim
B 79 54 78 72 N/A 63 90 87
1673
GitHub30
MCP server that posts to Zenn.
B 79 64 88 66 90 39 95 86
1674
everaldo
mcp-mistral-ocr Claim
OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
B 79 55 90 68 51 80 100
1675
Damien829
Aipaygen Claim
Offers an extensive collection of utilities for research, web scraping, and pro…
B 79 66 100 80 59 55 81 91
1676
marco-looy
Pega DX MCP Server Claim
Transforms complex Pega Platform interactions into intuitive, conversational ex…
B 79 55 96 43 82 82 92
1677
cexll
Codex MCP Server Claim 1
Connects AI assistants like Claude to the Codex CLI for code analysis, editing,…
B 79 54 84 65 N/A 67 90 89
1678
stat-guy
Enhances AI model capabilities with structured, retrieval-augmented thinking pr…
B 79 55 90 100 N/A 43 95 52
1679
infinitnet
Provides seamless access to the ConceptNet semantic knowledge graph, enabling c…
B 79 55 96 56 64 81 91
1680
enisze
Reddit MCP Server Claim
Enables read-only access to Reddit for searching posts within specific subreddi…
B 79 55 84 73 58 81 94
1681
finmap-org
mcp-server Claim
[finmap.org](https://finmap.org/) MCP server provides comprehensive historical …
B 79 66 100 86 36 70 84 98
1682
intersystems-community
Enables AI-powered medical information retrieval through FHIR clinical document…
B 79 55 96 57 64 81 91
1683
Seitrace
Enables natural language access to blockchain data and insights through the Sei…
B 79 55 96 68 42 81 98
1684
levelsofself
ai-ops Claim
AI operations management: 12 specialized agents, task dispatch, and team coordi…
B 79 54 90 63 N/A 50 90 93
1685
meilisearch
meilisearch-mcp Claim 1
A Model Context Protocol (MCP) server for interacting with Meilisearch through …
B 79 55 94 74 N/A 62 90 66
1686
kgprs
Provides tools to search and retrieve Google Gemini API documentation.
B 79 55 66 100 46 86 88
1687
defensedotcom
Defense MCP Claim
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
B 79 55 76 72 72 76 99
1688
GDWN-BLDR
StateWeave Claim 1
Cross-framework cognitive state serializer for AI agents. Export, import, and d…
B 79 55 96 52 78 82 86
1689
cafferychen777
ChatSpatial Claim
MCP server for spatial transcriptomics analysis with 60+ integrated methods cov…
B 79 54 88 45 N/A 83 95 84
1690
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
1691
mcpdotdirect
evm-mcp-server Claim
Comprehensive blockchain services for 30+ EVM networks, supporting native token…
B 79 55 84 56 77 80 100
1692
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
1693
bitbonsai
mcp-obsidian Claim 1
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write acc…
B 79 55 94 100 N/A 49 95 42
1694
aashari
mcp-server-aws-sso Claim
AWS Single Sign-On (SSO) integration enabling AI systems to securely interact w…
B 79 55 84 72 63 81 92
1695
aj-geddes
Terry-Form MCP Claim
A secure, containerized MCP server that enables AI assistants to manage Terrafo…
B 79 54 84 51 N/A 75 92 95
1696
alexarevalo9
ticktick-mcp-server Claim 1
MCP server for TickTick API enabling task management, project organization, hab…
B 79 55 88 100 41 94 56
1697
gogogadgetbytes
smart-connections Claim 1
MCP server for Obsidian Smart Connections. Semantic search using your vault's e…
B 79 54 79 65 N/A 52 95 97
1698
fawdyinc
shellguard Claim
MCP server that gives LLM agents read-only shell access over SSH
B 79 54 76 58 N/A 73 95 97
1699
kwp-lab
Brave Search With Proxy
B 79 55 94 67 48 82 93
1700
kaliaboi
mcp-zotero Claim 2
A connector for LLMs to work with collections and sources on your Zotero Cloud
B 79 55 94 72 41 80 99
Showing 1651–1700 of 66402 servers
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