MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33911
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22501
CDataSoftware
SFTP MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22502
Cranot
roam-code ⚡ Claim
Provides local codebase intelligence as an MCP server, enabling AI agents to qu…
C 64 4⁄3 ◐ ⏳ 60 25 N/A 80 95 —
22503
theYahia
delovye-linii-mcp ⚡ Claim 1
MCP server for Delovye Linii (Деловые Линии) delivery API — tariff calculation,…
C 64 3⁄3 ◐ ⏳ 51 N/A N/A 62 83 —
22504
Brainrot-Creations
Official Claude Code plugin marketplace for Brainrot Creations
C 64 3⁄3 ◐ ⏳ 54 N/A N/A 40 95 —
22505
Yarmoluk
Compressed Knowledge Graphs over MCP — 97 domains, 4× F1 vs RAG at 11× fewer to…
C 64 3⁄3 ◐ ⏳ 60 N/A N/A 29 95 —
22506
rkirkendall
A Model Context Protocol server that enables natural language commands to manag…
C 64 4⁄4 ◐ ⏳ 63 61 — 45 81 —
22507
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 —
22508
CDataSoftware
Teradata MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22509
CDataSoftware
Amazon S3 MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22510
CDataSoftware
xBase MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22511
CDataSoftware
HDFS MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22512
CDataSoftware
Microsoft OneDrive MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22513
CDataSoftware
Tally MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22514
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 —
22515
CDataSoftware
PostgreSQL MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22516
rcontesti
IB_MCP Claim
This project provides an Interactive Brokers (IB) API interface using the Model…
C 64 4⁄3 ◐ ⏳ 54 61 N/A 45 92 —
22517
CDataSoftware
This read-only MCP Server allows you to connect to Highrise data from Claude De…
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22518
bjornfix
Let AI agents do real WordPress work via MCP. 61 core abilities, 12 add-ons, 28…
C 64 3⁄3 ◐ ⏳ 54 N/A N/A 40 95 —
22519
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 —
22520
bch1212
agentfetch-mcp ⚡ Claim
Token-budgeted web fetch for AI agents. Auto-routes between Trafilatura, Jina R…
C 64 3⁄3 ◐ ⏳ 72 — — 47 67 —
22521
jghiringhelli
codeseeker ⚡ Claim
Graph-powered code intelligence with semantic search and knowledge graph for AI…
C 64 4⁄3 ◐ ⏳ 64 33 N/A 72 90 —
22522
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 —
22523
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 —
22524
andrew-hernandez-paragon
Code Graph Context ⚡ Claim
Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and…
C 64 4⁄4 ◐ ⏳ 90 0 — 84 81 —
22525
ckanthony
gin-mcp Claim
A zero-configuration Go library to automatically expose existing Gin web framew…
C 64 4⁄4 ◐ ⏳ 84 31 — 58 78 —
22526
garagon
aguara Claim
Security scanner for AI agent skills and MCP servers. Static analysis, incident…
C 64 4⁄3 ◐ ⏳ 64 17 N/A 82 96 —
22527
bazylhorsey
Enables comprehensive access to Obsidian vaults through MCP, supporting multi-v…
C 64 4⁄4 ◐ ⏳ 70 66 — 30 80 —
22528
CakekritsananXi
agents Claim
C 64 4⁄3 ◐ ⏳ 60 58 N/A 42 90 —
22529
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
22530
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 —
22531
easyonthesauce
An MCP server that provides LLM-controlled kiosk display tools for family manag…
C 64 3⁄3 ◐ ⏳ 57 N/A N/A 35 95 —
22532
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 —
22533
Sai-Manvith
Updation MCP ⚡ Claim
A production-grade, LLM-agnostic MCP server that integrates AI models with tool…
C 64 4⁄4 ◐ ⏳ 72 62 — 30 82 —
22534
xinnan-tech
本项目为xiaozhi-esp32提供后端服务,帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, …
C 64 4⁄3 ◐ ⏳ 54 36 N/A 76 95 —
22535
spences10
mcp-sqlite-tools ⚡ Claim 1
Provides comprehensive SQLite database operations for LLMs with security featur…
C 64 4⁄3 ◐ ⏳ 45 63 N/A 62 92 —
22536
federicodeponte
openpaper-mcp ⚡ Claim 1
Generate academic papers with AI agents and verified citations via OpenPaper.dev
C 64 3⁄3 ◐ ⏳ 60 N/A N/A 47 83 —
22537
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 —
22538
elijahdev0
Control AI agents creation and modification via MCP.
C 64 4⁄4 ◐ ⏳ 92 45 — 19 80 —
22539
arthurpanhku
job-pilot Claim
JobPilot is a next-generation career assistant powered by AI Agents and the Mod…
C 64 4⁄4 ◐ ⏳ 64 56 — 56 80 —
22540
microsoft
mcp-gateway ✓ Claim
MCP Gateway is a reverse proxy and management layer for MCP servers, enabling s…
C 64 4⁄3 ◐ ⏳ 64 53 N/A 57 80 —
22541
fr1sk
tmux-mcp ⚡ Claim 1
MCP server for tmux — browse sessions, capture output, send commands.
C 64 3⁄3 ◐ ⏳ 39 N/A N/A 63 95 —
22542
CDataSoftware
SharePoint Excel Services MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22543
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 —
22544
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 —
22545
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 —
22546
Suryansh-23
Enables LLM assistants to interact with the Hyperlane cross-chain protocol for …
C 64 4⁄4 ◐ ⏳ 84 37 — 43 81 —
22547
CDataSoftware
Phoenix MCP Server by CData
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 34 95 —
22548
go-appsec
toolbox Claim
Collaborative application security testing between humans and agents via CLI an…
C 64 4⁄3 ◐ ⏳ 60 31 N/A 77 94 —
22549
CDataSoftware
This read-only MCP Server allows you to connect to Bing Ads data from Claude De…
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22550
mcp-wp
mcp-server Claim
MCP server implementation using the WordPress REST API
C 64 3⁄3 ◐ ⏳ 50 N/A N/A 46 95 —
Showing 22501–22550 of 69236 servers
« Prev 1 … 449 450 451 452 453 … 1385 Next »