MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33911
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22651
microsoft
Learn how to build Java-based MCP Servers and Clients with LangChain4J and Quar…
C 64 3⁄3 ◐ ⏳ 54 N/A N/A 39 95 —
22652
itsanishjain
Alchemy Plugin Claim 1
Integrate blockchain and NFT operations seamlessly. Retrieve NFTs, their metada…
C 64 4⁄4 ◐ ⏳ 84 50 N/A 28 80 —
22653
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22654
CDataSoftware
CSV File MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22655
dansever
estait-app Claim
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22656
CDataSoftware
This read-only MCP Server allows you to connect to Salesforce Einstein data fro…
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22657
JerryZhongJ
Memory MCP ⚡ Claim
Provides project memory management for Claude Desktop, storing memories as Mark…
C 64 4⁄3 ◐ ⏳ 76 33 N/A 45 95 —
22658
SynkraAI
MCP Ecosystem: Docker MCP Toolkit, IDE Configs & Presets for AIOS
C 64 3⁄3 ◐ ⏳ 54 N/A N/A 40 95 —
22659
ParkJong-Hun
Provides access to a specific GitHub repository (my-notion) allowing AI assista…
C 64 4⁄4 ◐ ⏳ 60 56 — 61 81 —
22660
rohitsoni007
mcp-gearbox ⚡ Claim
A modern desktop application for managing Model Context Protocol (MCP) servers …
C 64 4⁄3 ◐ ⏳ 54 32 N/A 81 95 —
22661
munch-group
GitHub CLI MCP Server ⚡ Claim 2
An MCP server that wraps the GitHub CLI to provide comprehensive access to repo…
C 64 4⁄3 ◐ ⏳ 71 47 N/A 39 90 —
22662
Coolver
Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP…
C 64 4⁄4 ◐ ⏳ 43 71 N/A 63 82 —
22663
Alparse
snip-mcp ⚡ Claim 1
An MCP server for capturing screen regions directly into Claude Code conversati…
C 64 3⁄3 ◐ ⏳ 51 N/A N/A 45 95 —
22664
CDataSoftware
This read-only MCP Server allows you to connect to Google Spanner data from Cla…
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22665
CakekritsananXi
agents Claim
C 64 4⁄3 ◐ ⏳ 60 58 N/A 42 90 —
22666
kim-geonil
MCP Atlassian ⚡ Claim 1
An MCP server that integrates with Jira and Confluence to enable AI-powered iss…
C 64 4⁄4 ◐ ⏳ 45 71 — 62 82 —
22667
infobip
Infobip OpenAPI MCP is a framework for exposing OpenAPI documented HTTP APIs as…
C 64 4⁄3 ◐ ⏳ 60 38 N/A 66 95 —
22668
rkirkendall
A Model Context Protocol server that enables natural language commands to manag…
C 64 4⁄4 ◐ ⏳ 63 61 — 45 81 —
22669
asadullokhn
teztun ⚡ Claim
Manage TezTun tunnels, subdomains, and service tokens from any MCP-compatible A…
C 64 3⁄3 ◐ ⏳ 60 N/A N/A 47 83 —
22670
SandeepBaskaran
Carbon MCP ⚡ Claim
Enables developers and designers to work with the Carbon Design System through …
C 64 4⁄3 ◐ ⏳ 54 58 N/A 48 95 —
22671
CDataSoftware
Box MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22672
CDataSoftware
This read-only MCP Server allows you to connect to SAP Netweaver Gateway data f…
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22673
mcp-wp
mcp-server Claim
MCP server implementation using the WordPress REST API
C 64 3⁄3 ◐ ⏳ 50 N/A N/A 46 95 —
22674
CDataSoftware
SAS Data Sets MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22675
knostic
MCP-Scanner Claim
Advanced Shodan-based scanner for discovering, verifying, and enumerating Model…
C 64 4⁄3 ◐ ⏳ 72 28 N/A 58 95 —
22676
yugui923
db-connect-mcp ⚡ Claim
A read-only MCP server for exploratory data analysis across PostgreSQL, MySQL, …
C 64 4⁄3 ◐ ⏳ 60 38 — 82 80 —
22677
CDataSoftware
This read-only MCP Server allows you to connect to Sage 50 UK data from Claude …
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22678
bekirdag
docdex Claim
Fast per-repo documentation indexer and full-text search MCP server for codebas…
C 64 4⁄3 ◐ ⏳ 54 36 N/A 79 95 —
22679
neurondb
neurondb Claim
PostgreSQL extension for vector search, embeddings, and ML, plus NeuronAgent ru…
C 64 4⁄3 ◐ ⏳ 64 36 N/A 62 95 — C
22680
supertrained
rhumb Claim
Tool intelligence over scored services: discover and compare providers, check A…
C 64 3⁄3 ◐ ⏳ 54 — — 56 83 —
22681
ZLeventer
MCP server for LinkedIn Ads — 19 read-only tools for campaigns, performance, an…
C 64 3⁄3 ◐ ⏳ 51 N/A N/A 72 75 —
22682
director-run
director Claim
MCP Playbooks for AI agents
C 64 4⁄3 ◐ ⏳ 56 41 N/A 72 90 —
22683
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22684
tolkonepiu
🏆 A ranked list of MCP servers. Updated weekly.
C 64 3⁄3 ◐ ⏳ 40 N/A N/A 64 95 —
22685
0xReisearch
FastMCP implementation providing API access to DefiLlama Pro, CoinGecko Pro, an…
C 64 4⁄4 ◐ ⏳ 72 58 — 36 81 —
22686
t4dhg
MCP FactorialHR ⚡ Claim
A comprehensive MCP server that provides AI assistants with full access to Fact…
C 64 4⁄3 ◐ ⏳ 64 46 — 64 83 —
22687
NetApp
aide-mcp-server ⚡ Claim 1
MCP server for NetApp AI Data Engine
C 64 3⁄3 ◐ ⏳ 41 N/A N/A 62 95 —
22688
pottekkat
DiceDB MCP Claim 1
An MCP server that enables AI applications to interact with DiceDB databases.
C 64 4⁄4 ◐ ⏳ 51 62 — 62 83 —
22689
nguyennguyenit
pancake-pos-mcp ⚡ Claim 1
MCP server for Pancake POS — 23 tools across orders, inventory, CRM, multi-chan…
C 64 3⁄3 ◐ ⏳ 45 N/A N/A 53 95 —
22690
SameThoughts
Persistent, structured cloud memory for AI agents. BYOK — bring your own AI key.
C 64 3⁄3 ◐ ⏳ 54 N/A N/A 54 83 —
22691
bazylhorsey
Enables comprehensive access to Obsidian vaults through MCP, supporting multi-v…
C 64 4⁄4 ◐ ⏳ 70 66 — 30 80 —
22692
CDataSoftware
Phoenix MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22693
Devin-AXIS
A2V Claim
A2V: Next-Gen AI Value Compute Protocol. …
C 64 4⁄3 ◐ ⏳ 72 46 N/A 33 95 —
22694
neuromechanist
matlab-mcp-tools ⚡ Claim
An MCP to develop MATLAB pipelines section by section and read figures one dime…
C 64 4⁄3 ◐ ⏳ 72 26 N/A 69 89 —
22695
allthatjazzleo
A server that provides tools for interacting with MantraChain blockchain throug…
C 64 4⁄4 ◐ ⏳ 66 60 — 44 81 —
22696
CDataSoftware
SFTP MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22697
dunialabs
Peta Core Claim
A production-ready MCP gateway and control plane that provides credential vault…
C 64 4⁄3 ◐ ⏳ 54 46 — 64 95 —
22698
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22699
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22700
RaiAnsar
Connects Claude Code with multiple AI models (Gemini, Grok-3, ChatGPT, DeepSeek…
C 64 4⁄4 ◐ ⏳ 90 31 — 43 81 —
Showing 22651–22700 of 69236 servers
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