MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29622
Scored
2112
Verified
16952
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22651
spences10
mcp-sqlite-tools Claim 1
Provides comprehensive SQLite database operations for LLMs with security featur…
C 64 43 45 63 N/A 62 92
22652
prisma
Manage Prisma Postgres databases with ease
C 64 43 60 17 N/A 90 95
22653
KittyCAD
zoo-mcp Claim 1
An MCP server that provides access to the Zoo API for various CAD operations an…
C 64 43 71 31 N/A 70 83
22654
ashfordeOU
MCP server for codebase analysis — dependency graphs, security scanning, refact…
C 64 33 45 N/A N/A 56 95
22655
CDataSoftware
SFTP MCP Server by CData
C 64 33 58 N/A N/A 34 95
22656
chenShengBiao
cocos-mcp Claim
A headless MCP server that enables AI to create complete 2D/3D games in Cocos C…
C 64 33 54 N/A N/A 41 95
22657
Agarwal-Saurabh
FastMCP OpenAPI Claim
Dynamically generates MCP tools from OpenAPI specifications, enabling AI assist…
C 64 44 60 66 43 81
22658
lizouzt
TrendRadar Claim
A real-time news and hot spot aggregation server that monitors multiple platfor…
C 64 43 66 41 N/A 48 95
22659
elijahdev0
Control AI agents creation and modification via MCP.
C 64 44 92 45 19 80
22660
federicodeponte
openpaper-mcp Claim 1
Generate academic papers with AI agents and verified citations via OpenPaper.dev
C 64 33 60 N/A N/A 47 83
22661
mikdeangelis
Enables comprehensive management of Google Ads campaigns through natural langua…
C 64 44 80 58 25 81
22662
DLJRealty
Guesty MCP Server Claim 1
MCP server for Guesty property management — 38 tools for STR operations.
C 64 33 49 65 83
22663
justmytwospence
Strava MCP Server Claim 1
An MCP server that enables interaction with the Strava API v3 to manage fitness…
C 64 44 63 72 30 81
22664
bjornfix
Let AI agents do real WordPress work via MCP. 61 core abilities, 12 add-ons, 28…
C 64 33 54 N/A N/A 40 95
22665
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22666
bazylhorsey
Enables comprehensive access to Obsidian vaults through MCP, supporting multi-v…
C 64 44 70 66 30 80
22667
nermalcat69
A Managed Context Provider server that crawls and indexes Zerops documentation,…
C 64 44 78 62 24 80
22668
neuromechanist
matlab-mcp-tools Claim
An MCP to develop MATLAB pipelines section by section and read figures one dime…
C 64 43 72 26 N/A 69 89
22669
knostic
MCP-Scanner Claim
Advanced Shodan-based scanner for discovering, verifying, and enumerating Model…
C 64 43 72 28 N/A 58 95
22670
gwbtc
Urbit MCP Claim
A general-purpose MCP interface for Urbit, a networked personal server.
C 64 33 54 N/A N/A 40 95
22671
CDataSoftware
Access MCP Server by CData
C 64 33 58 N/A N/A 34 95
22672
SameThoughts
Persistent, structured cloud memory for AI agents. BYOK — bring your own AI key.
C 64 33 54 N/A N/A 54 83
22673
remembra-ai
remembra Claim 1
Persistent memory layer for AI agents with entity resolution, PII detection, AE…
C 64 43 54 36 82 90
22674
CHRISCARLON
A Python-based MCP server that provides access to Ordnance Survey APIs, allowin…
C 64 44 64 48 62 80
22675
Jobeer1
## 🏥 Ubuntu Patient Care MCP Server: The Intelligent, Offline Authorization Gat…
C 64 43 42 71 N/A 48 95
22676
kandrwmrtn
C++ MCP Server Claim 1
An MCP server that provides semantic understanding of C++ codebases using libcl…
C 64 43 81 28 N/A 40 95
22677
bch1212
agentfetch Claim
Token-budgeted web fetch for AI agents — auto-routes Jina, FireCrawl, Trafilatu…
C 64 33 72 N/A N/A 47 67
22678
pinax-network
Official MCP server that turns The Graph’s Token API into a plug-and-play web3 …
C 64 43 50 55 N/A 57 95
22679
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22680
billyu2025
A lean local Windows automation server providing tools for mouse and keyboard c…
C 64 33 60 N/A N/A 29 95
22681
amelia-mc
MCP X++ Server Claim 1
An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the …
C 64 43 81 36 N/A 37 90
22682
Milka974
geo-audit Claim
GEO audit for Shopify: AI readiness score, recommendations, and 15 vertical che…
C 64 33 60 N/A N/A 35 90
22683
dansever
estait-app Claim
C 64 33 58 N/A N/A 33 95
22684
arthurpanhku
job-pilot Claim
JobPilot is a next-generation career assistant powered by AI Agents and the Mod…
C 64 44 64 56 56 80
22685
jmcentire
Kindex Claim
Persistent knowledge graph for AI workflows with context tiers and .kin inherit…
C 64 43 60 41 N/A 74 84
22686
CDataSoftware
Sybase IQ MCP Server by CData
C 64 33 58 N/A N/A 34 95
22687
Evan-Kim2028
Igloo MCP Claim
Enables AI assistants to interact with Snowflake databases through SQL queries,…
C 64 44 64 38 78 81
22688
CDataSoftware
This read-only MCP Server allows you to connect to Google Spanner data from Cla…
C 64 33 58 N/A N/A 33 95
22689
ZLeventer
MCP server for LinkedIn Ads — 19 read-only tools for campaigns, performance, an…
C 64 33 51 N/A N/A 72 75
22690
CDataSoftware
JSON MCP Server by CData
C 64 33 58 N/A N/A 34 95
22691
nguyennguyenit
pancake-pos-mcp Claim 1
MCP server for Pancake POS — 23 tools across orders, inventory, CRM, multi-chan…
C 64 33 45 N/A N/A 53 95
22692
CDataSoftware
This read-only MCP Server allows you to connect to Highrise data from Claude De…
C 64 33 58 N/A N/A 33 95
22693
CDataSoftware
Phoenix MCP Server by CData
C 64 33 58 N/A N/A 34 95
22694
SandeepBaskaran
Carbon MCP Claim
Enables developers and designers to work with the Carbon Design System through …
C 64 43 54 58 N/A 48 95
22695
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22696
yugui923
db-connect-mcp Claim
A read-only MCP server for exploratory data analysis across PostgreSQL, MySQL, …
C 64 43 60 38 82 80
22697
kim-geonil
MCP Atlassian Claim 1
An MCP server that integrates with Jira and Confluence to enable AI-powered iss…
C 64 44 45 71 62 82
22698
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22699
runekaagaard
MCP Redmine Claim
Connects Claude Desktop to Redmine for seamless project and issue management, i…
C 64 44 78 38 54 81
22700
mikeychann-hash
MCP server with intelligent memory management and file monitoring that enables …
C 64 44 94 43 24 77
Showing 22651–22700 of 48148 servers
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