MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
801
human-pages-ai
humanpages ⚡ Claim
Access real-world people who listed themselves to be hired by agents. Search by…
B 82 6⁄6 ◉ ⏳ 94 77 87 54 81 89
802
hungnguyenhtbvn-max
autron-core Claim
Open Identity Standard for AI Agents — DID, Agent Cards, delegation, reputation…
B 82 5⁄4 ◉ ⏳ 72 71 N/A 76 95 100
803
ambient-code
Delegates expensive or long-running AI tasks to Kubernetes-hosted Claude agents…
B 82 5⁄5 ◉ ⏳ 86 100 — 55 81 79
804
Ansvar-Systems
tanzanian-law-mcp ⚡ Claim 1
Tanzania legislation via MCP -- full-text search across statutes and provisions
B 82 6⁄6 ◉ ⏳ 92 73 90 51 81 94
805
anillahane
GitMCP ⚡ Claim
Transforms any GitHub repository into a documentation hub for AI assistants, en…
B 82 6⁄6 ◉ ⏳ 78 100 93 46 81 81
806
bowen31337
ExpressJS MCP ⚡ Claim
Exposes Express.js API endpoints as MCP tools, preserving existing schemas and …
B 82 5⁄5 ◉ ⏳ 96 71 — 65 81 91
807
nguyenvanduocit
jira-mcp ⚡ Claim
A Go-based MCP connector for Jira that enables AI assistants like Claude to int…
B 82 5⁄5 ◉ ⏳ 88 68 — 78 81 97
808
sieteunoseis
mcp-cisco-support ⚡ Claim 1
A production-ready TypeScript MCP (Model Context Protocol) server for Cisco Sup…
B 82 5⁄5 ◉ ⏳ 96 100 — 79 81 44
809
pixellab-code
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
B 82 6⁄4 ◉ ⏳ 78 100 84 31 95 90
810
Ansvar-Systems
Liechtenstein legislation via MCP — full-text search across statutes and provis…
B 82 5⁄4 ◉ ⏳ 71 93 N/A 51 95 92
811
abhishekgahlot2
Bidirectional bridge between Claude Code and OpenAI Codex CLI. Built on Claude …
B 81 4⁄4 ◉ ⏳ 90 N/A N/A 28 95 95
812
Jercik
Enables coding assistants to access Perplexity AI for quick fact-checking and i…
B 81 5⁄5 ◉ ⏳ 90 66 — 70 81 96
813
xmuweili
app-screen-mcp ⚡ Claim 1
An MCP server for reliable iOS Simulator automation that enables agents to cont…
B 81 5⁄5 ◉ ⏳ 79 100 N/A 30 95 84
814
crexative
Colombia MCP Server ⚡ Claim 1
Provides access to geographical and tourism information about Colombia, includi…
B 81 5⁄5 ◉ ⏳ 72 100 — 47 81 99
815
pentafive
Connects AI assistants to a self-hosted Your Spotify instance and Spotify's Web…
B 81 5⁄5 ◉ ⏳ 90 71 — 63 82 94
816
bvisible
mcp-ssh-manager ⚡ Claim
Manage multiple SSH servers from one MCP: command execution, file transfer/rsyn…
B 81 5⁄5 ◉ ⏳ 88 61 N/A 84 81 92
817
desimpkins
A comprehensive MCP server that provides full integration with LightRAG API, of…
B 81 5⁄5 ◉ ⏳ 100 68 — 45 81 100
818
Ansvar-Systems
namibian-law-mcp ⚡ Claim 1
Namibia legislation via MCP -- full-text search across statutes and provisions
B 81 6⁄6 ◉ ⏳ 92 73 91 51 80 92
819
ry-ops
git-steer Claim
An autonomous GitHub management engine that enables control over repositories, …
B 81 5⁄4 ◉ ⏳ 94 55 N/A 73 90 89
820
freema
mcp-jira-stdio ⚡ Claim 2
MCP server for Jira integration with stdio transport. Enables reading, writing,…
B 81 5⁄5 ◉ ⏳ 73 83 — 76 81 95
821
tolenonetwork
Enables users to control their Toleno mining account directly from Claude AI us…
B 81 5⁄5 ◉ ⏳ 90 87 — 30 83 100
822
yuniko-software
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecr…
B 81 5⁄4 ◉ ⏳ 72 62 N/A 87 92 97
823
BradA1878
Enables AI assistants to generate and control real-time audio synthesis through…
B 81 5⁄5 ◉ ⏳ 84 100 N/A 25 95 85
824
a-25
iOS code quality analysis and test automation server. Provides comprehensive Xc…
B 81 5⁄4 ◉ ⏳ 96 58 N/A 64 95 86
825
dhanababum
supermcp Claim
🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Bui…
B 81 5⁄4 ◉ ⏳ 100 60 N/A 46 90 99
826
robertZaufall
A Model Context Protocol server that enables LLMs to interact with MindManager …
B 81 5⁄5 ◉ ⏳ 67 82 N/A 71 95 91
827
S2thend
cursor-history ⚡ Claim 2
MCP server for browsing, searching, exporting, and backing up your Cursor AI ch…
B 81 5⁄5 ◉ ⏳ 79 100 N/A 75 95 50
828
griffinwork40
Twilio MCP Server ⚡ Claim 1
Enables AI-powered SMS messaging through Twilio with automatic conversation thr…
B 81 5⁄5 ◉ ⏳ 94 75 — 51 82 96
829
litmusautomation
litmus-mcp-server ⚡ Claim 1
litmus-mcp-server
B 81 5⁄5 ◉ ⏳ 90 70 — 68 81 91
830
Saml1211
A specialized Model Context Protocol server that enables AI systems to generate…
B 81 5⁄5 ◉ ⏳ 84 72 — 61 82 100
831
tomnagengast
Provides integration with Apache Airflow's REST API, allowing AI assistants to …
B 81 5⁄5 ◉ ⏳ 100 70 — 42 81 99
832
lostintangent
GistPad-MCP ⚡ Claim
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
B 81 5⁄4 ◉ ⏳ 78 72 N/A 67 92 95
833
biocontext-ai
skill-to-mcp ⚡ Claim
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
B 81 5⁄5 ◉ ⏳ 72 82 N/A 72 81 97
834
Easysend-co
easysend ⚡ Claim 1
EasySend file sharing MCP server - upload, download and share files. No authent…
B 81 4⁄4 ◉ ⏳ 90 N/A N/A 29 95 96
835
LingTravel
atlas-browser-mcp ⚡ Claim 2
Enables AI agents to navigate the web visually using screenshot-based interacti…
B 81 5⁄5 ◉ ⏳ 90 91 N/A 42 90 78
836
Yash-Kavaiya
digipin-mcp ⚡ Claim 1
B 81 4⁄4 ◉ ⏳ 78 N/A N/A 47 95 98
837
mgriffen
tapsite ⚡ Claim 1
An MCP server for web intelligence extraction that provides 55 tools for extrac…
B 81 4⁄4 ◉ ⏳ 71 — — 61 95 94
838
qq418716640
botbell-mcp ⚡ Claim
Send push notifications to iPhone, iPad, and Mac from AI assistants. Two-way me…
B 81 5⁄5 ◉ ⏳ 86 75 — 61 82 99
839
Hovsteder
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
B 81 6⁄6 ◉ ⏳ 90 92 90 23 81 89
840
remuzel
Polarsteps MCP Server ⚡ Claim 1
A server that enables AI assistants to access Polarsteps travel data, allowing …
B 81 5⁄4 ◉ ⏳ 96 60 N/A 41 95 100
841
LeomaiaJr
Enables users to search and fetch Google's Gemini API documentation directly wi…
B 81 5⁄5 ◉ ⏳ 82 100 — 32 82 95
842
georgeglarson
Venice MCP Server ⚡ Claim
Enables AI assistants to access Venice AI's capabilities including chat with op…
B 81 5⁄5 ◉ ⏳ 84 68 — 72 81 99
843
schwarztim
cimc-mcp ⚡ Claim 2
An MCP server for managing standalone Cisco C-Series rack servers through the C…
B 81 5⁄5 ◉ ⏳ 73 100 — 48 81 98
844
AbdelStark
nostr-mcp ⚡ Claim 2
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, …
B 81 5⁄5 ◉ ⏳ 96 73 — 44 80 100
845
PaulieB14
graph-aave-mcp ⚡ Claim
AAVE V2/V3 lending & governance MCP — 7 chains via The Graph subgraphs
B 81 5⁄4 ◉ ⏳ 88 61 N/A 74 80 100
846
KeithHanson
Clockify MCP Server ⚡ Claim 1
Enables AI assistants to interact with the Clockify API for managing time entri…
B 81 5⁄5 ◉ ⏳ 96 91 — 47 80 76
847
wangkanai
DevOps Enhanced MCP ⚡ Claim 1
A dynamic Azure DevOps MCP server that automatically switches authentication co…
B 81 5⁄5 ◉ ⏳ 96 100 N/A 57 95 44
848
dockergiant
RollDev MCP Server ⚡ Claim 2
An MCP server for RollDev and Magento 2 development environments that enables L…
B 81 5⁄5 ◉ ⏳ 77 100 N/A 68 95 58
849
ewalid
rosetta-mcp ⚡ Claim
AI-powered Excel translation preserving formatting, formulas, and data integrit…
B 81 5⁄4 ◉ ⏳ 96 71 N/A 53 83 92
850
AshtonVaughan
AgentBrowser ⚡ Claim
A semantic browser runtime for AI agents that replaces raw HTML with structured…
B 81 5⁄4 ◉ ⏳ 96 70 N/A 30 95 99
Showing 801–850 of 68948 servers
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