MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1351
mastrophot
MCP smart contract scanner with NEAR-focused security context.
B 80 54 78 63 N/A 74 94 93
1352
FosterG4
Extracts minimal, relevant code context from multiple programming languages whi…
B 80 54 100 58 N/A 43 95 90
1353
thebasedcapital
brainbox Claim
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …
B 80 54 82 62 N/A 71 90 95
1354
blakeyoder
Provides AI assistants with instant access to TypeScript type definitions from …
B 80 54 96 58 N/A 47 95 92
1355
nickweedon
Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…
B 80 55 90 100 32 82 78
1356
aserper
Provides LLMs with real-time access to up-to-date documentation from PyPI, npm,…
B 80 55 84 82 61 81 84
1357
anzax
dockashell Claim
DockaShell is an MCP server that gives AI agents isolated Docker containers to …
B 80 54 94 46 N/A 70 95 91
1358
kazuph
Model Context Protocol server for Task Management. This allows Claude Desktop (…
B 80 55 78 82 N/A 44 95 90
1359
Justice219
roblox-studio-mcp Claim 1
Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools
B 80 55 82 100 N/A 32 95 75
1360
takumi0706
google-calendar-mcp Claim 1
An MCP server to interface with the Google Calendar API. Based on TypeScript.
B 80 55 81 72 78 82 88
1361
Ansvar-Systems
chilean-law-mcp Claim
Chilean legislation via MCP — full-text search across statutes and provisions
B 80 55 90 66 N/A 68 80 92
1362
florinel-chis
Provides instant, offline access to comprehensive PrestaShop development docume…
B 80 55 84 82 49 81 96
1363
rodgomesc
A VSCode and Cursor extension that captures real-time terminal output and expos…
B 80 54 90 51 N/A 63 95 98
1364
Angry-Robot-Deals
Sys8 MCP Server Claim
Provides deterministic system information and developer utilities including dat…
B 80 55 78 100 50 81 80
1365
MarkusPfundstein
mcp-gsuite Claim
Integration with gmail and Google Calendar.
B 80 55 96 68 48 80 100
1366
dsgarage
ReviewMCP Claim 1
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
B 80 55 78 82 N/A 33 95 100
1367
Michael-Obele
shadcn-svelte-mcp Claim
Mastra MCP server and tooling for the shadcn-svelte component docs and develope…
B 80 55 90 61 N/A 77 80 93
1368
rationalbloks
RationalBloks Claim 1
Deploy production REST APIs from JSON schemas in seconds. Manage projects, sche…
B 80 66 84 100 89 35 70 90
1369
lex-tools
Automate the extraction of your codebase context for Large Language Models. Thi…
B 80 54 90 63 N/A 59 92 91
1370
OMOPHub
omophub-mcp Claim
Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
B 80 54 88 52 N/A 83 83 98
1371
egulatee
codecov Claim 2
MCP server for querying Codecov coverage data with configurable URL support
B 80 54 79 71 N/A 77 83 93
1372
alisaitteke
npm-mcp Claim 2
MCP server for npm package management, security analysis, and compatibility che…
B 80 55 85 100 N/A 58 95 48
1373
superdwayne
8th Wall MCP Server Claim 1
Enables building WebAR experiences using natural language through tools for Thr…
B 80 55 72 82 70 81 94
1374
aashari
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
B 80 55 94 70 65 80 84
1375
flight505
MCP Think Tank Claim
Provides AI assistants with enhanced reasoning capabilities through structured …
B 80 54 90 61 N/A 52 95 93
1376
macarthy
bruno-mcp Claim
🚀 MCP server for generating Bruno API testing files programmatically. Create co…
B 80 54 88 72 N/A 47 95 91
1377
blackaxgit
ssh-mcp Claim
Enables AI assistants to execute shell commands and transfer files via SFTP acr…
B 80 54 82 68 N/A 60 90 98
1378
PuroDelphi
MCPFirebird Claim
Connect to Firebird databases to query data, explore schemas, and understand ta…
B 80 54 96 32 N/A 86 92 100
1379
Use-Tusk
drift-mcp Claim
B 80 55 94 72 N/A 56 80 89
1380
timescale
tiger-slack Claim
Real-time Slack ingest and MCP server to power your agentic Slack bots
B 80 54 78 68 N/A 58 95 97
1381
antonio-mello-ai
mcp-pfsense Claim
Manage pfSense firewalls through AI assistants — rules, DHCP, DNS, and more
B 80 55 66 82 N/A 65 95 89
1382
Nomadu27
Runtime AI-to-AI security monitor. 23 anomaly types, OWASP MCP Top 10 coverage.
B 80 54 90 63 N/A 67 83 96
1383
jscianna
Enables peer discovery and direct messaging between multiple Codex sessions run…
B 80 44 66 N/A N/A 57 95 100
1384
burakdirin
Manage Opsgenie alerts efficiently by listing, creating, acknowledging, and clo…
B 80 55 94 72 N/A 49 81 92
1385
winsthuang
Home Controller Claim
A unified smart home automation system that enables control and monitoring of M…
B 80 54 94 71 N/A 35 87 99
1386
asume21
webear Claim
Give your AI coding assistant ears — capture, analyze, and describe live audio.
B 80 44 76 N/A N/A 61 83 98
1387
better-auth
Better Icons Claim
Provides access to over 200,000 icons from 150+ collections with features for s…
B 80 55 82 65 76 82 94
1388
ludmila-omlopes
MCP stdio server for analyzing YouTube videos with Google Gemini
B 80 44 84 N/A N/A 55 83 93
1389
pilat
DataLink Claim 2
MCP server for secure database access (PostgreSQL, MySQL, SQLite)
B 80 54 85 61 N/A 64 92 96
1390
xynehq
jaf-py Claim
Functional Python agent framework with MCP support, enterprise security, immuta…
B 80 54 90 40 N/A 78 95 100
1391
metareflection
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
B 80 66 84 86 88 40 81 91
1392
SpicyRiceCakes
Nelly the Elephant Claim
Search and resume past Claude Code conversations. An elephant never forgets.
B 80 44 70 N/A N/A 57 95 96
1393
luciVuc
OpenAPI MCP Server Claim 1
A generic MCP server that dynamically converts OpenAPI-defined REST APIs into t…
B 80 55 96 65 65 82 86
1394
peng-shawn
mermaid-mcp-server Claim
A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG ima…
B 80 55 96 60 73 78 93
1395
lininn
GitLab Review MCP Claim
Enables code review operations on GitHub and GitLab, including fetching pull/me…
B 80 55 84 100 77 81 52
1396
mark-hingston
Treehouse Worktree Claim 1
A git worktree manager that enables AI agents to work on different branches sim…
B 80 54 94 50 N/A 55 94 100
1397
etsd-tech
mcp-pointer Claim
Visual DOM element selector for agentic coding tools. Chrome extension + MCP se…
B 80 54 84 56 N/A 75 90 94
1398
shaktech786
Enables management of multi-platform streaming through the Restream API, allowi…
B 80 55 94 67 49 81 100
1399
Hannes221
kali-mcp Claim
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
B 80 44 70 N/A N/A 53 95 99
1400
rolliinc
mcp Claim
Social media search and analytics across X, Reddit, Bluesky, YouTube, and more
B 80 54 76 73 N/A 70 83 100
Showing 1351–1400 of 30006 servers
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