MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1351
bighippoman
license-compliance ⚡ Claim
Scan npm dependencies for license compliance issues. Catch GPL contamination.
B 80 5⁄4 ◉ ⏳ 90 61 N/A 55 94 93
1352
gkatechis
MCP Indexer ⚡ Claim 1
Enables semantic code search across multiple repositories using natural languag…
B 80 5⁄4 ◉ ⏳ 94 56 N/A 51 92 100
1353
drunnells
Enables LLMs to interact with and control the Pulsar text editor through a vari…
B 80 5⁄4 ◉ ⏳ 86 70 N/A 48 90 96
1354
willianpinho
large-file-mcp ⚡ Claim 1
Production-ready MCP server for intelligent handling of large files with smart …
B 80 5⁄4 ◉ ⏳ 92 58 N/A 63 92 93
1355
cristianoaredes
MCP Mobile Server ⚡ Claim 1
Transforms AI assistants into mobile development powerhouses with 36 tools for …
B 80 5⁄5 ◉ ⏳ 71 82 N/A 48 95 100
1356
minbang930
YouTube Vision ⚡ Claim
Analyze YouTube videos and extract insights using the Gemini Vision API. Get de…
B 80 5⁄4 ◉ ⏳ 84 77 N/A 46 90 94
1357
joshrutkowski
applescript-mcp ⚡ Claim 1
Enables LLM applications to interact with macOS through AppleScript.
B 80 5⁄5 ◉ ⏳ 92 82 N/A 55 95 66
1358
gravicity-archive
Fal.ai MCP Server ⚡ Claim 1
Enables seamless integration with Fal.ai's 600+ image generation models includi…
B 80 5⁄5 ◉ ⏳ 100 75 — 43 80 90
1359
kushneryk
join.cloud ⚡ Claim 1
Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange…
B 80 5⁄4 ◉ ⏳ 71 100 — 55 76 95
1360
nirholas
agenti ⚡ Claim
Enables any MCP-compatible LLM client to autonomously hold, spend, earn, and re…
B 80 5⁄4 ◉ ⏳ 76 70 — 72 90 93
1361
paperinvest
mcp-server ⚡ Claim
Official MCP server for Paper's trading platform - enables AI assistants to int…
B 80 5⁄5 ◉ ⏳ 96 68 N/A 50 81 95
1362
abyssbugg
Task Manager ⚡ Claim
Enables users to manage tasks through a simple JSON file interface. Provides ba…
B 80 5⁄4 ◉ ⏳ 90 58 N/A 59 95 95
1363
pathmodeio
Pathmode ⚡ Claim 2
Socratic AI that turns vague problems into structured intent specs — objective,…
B 80 5⁄5 ◉ ⏳ 88 82 — 52 83 88
1364
darshjoshi
Turn Claude into your F1 race engineer.
B 80 4⁄4 ◉ ⏳ 72 — — 50 95 99
1365
magarcia
mcp-server-giphy ⚡ Claim
Search and retrieve GIFs from Giphy's vast library through the Giphy API.
B 80 5⁄5 ◉ ⏳ 96 51 — 69 83 100
1366
Digital-Defiance
MCP Process Server ⚡ Claim 1
Enables AI agents to launch and manage system processes with strict security co…
B 80 5⁄5 ◉ ⏳ 100 82 N/A 69 95 44
1367
TaylorChen
Enables querying, searching, and analyzing Cursor IDE conversation history from…
B 80 5⁄4 ◉ ⏳ 94 63 N/A 45 90 99
1368
MarkusPfundstein
mcp-gsuite ⚡ Claim
Integration with gmail and Google Calendar.
B 80 5⁄5 ◉ ⏳ 96 68 — 48 80 100
1369
AbhinavBansal17
Enables reading and sending Gmail messages in headless/remote environments with…
B 80 5⁄5 ◉ ⏳ 96 71 — 47 81 94
1370
aidongise-cell
Prism Scanner ⚡ Claim
Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.
B 80 4⁄4 ◉ ⏳ 67 N/A N/A 59 95 97
1371
yokingma
time-mcp ⚡ Claim 1
⏰ Time MCP Server: Giving LLMs Time Awareness Capabilities
B 80 5⁄5 ◉ ⏳ 78 100 N/A 69 95 52
1372
isuzu-shiranui
UnityMCP ⚡ Claim
Unity Editor integration with Model Context Protocol (MCP) enabling AI assistan…
B 80 5⁄4 ◉ ⏳ 84 58 N/A 59 95 100
1373
Pimzino
A Model Context Protocol server providing AI assistants with comprehensive proj…
B 80 5⁄5 ◉ ⏳ 73 100 — 54 81 83
1374
inkdropapp
Inkdrop MCP Server ⚡ Claim
Integrates Inkdrop note-taking app with Claude AI through Model Context Protoco…
B 80 5⁄4 ◉ ⏳ 74 68 N/A 78 87 98
1375
debtstack-ai
debtstack-python ⚡ Claim 1
Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds …
B 80 5⁄5 ◉ ⏳ 90 68 — 61 82 93
1376
batianVolyc
Enables remote control of AI coding assistants (Claude Code/Codex) via Telegram…
B 80 5⁄5 ◉ ⏳ 90 91 — 56 81 71
1377
TimLukaHorstmann
mcp-weather ⚡ Claim
Accurate weather forecasts via the AccuWeather API (free tier available).
B 80 5⁄5 ◉ ⏳ 96 66 — 56 80 97
1378
domdomegg
Barcode Scanner ⚡ Claim 1
Scan and generate barcodes and QR codes.
B 80 5⁄5 ◉ ⏳ 78 100 N/A 73 95 47
1379
Ansvar-Systems
ethiopian-law-mcp ⚡ Claim
Ethiopia legislation via MCP -- full-text search across statutes and provisions
B 80 5⁄4 ◉ ⏳ 75 93 N/A 34 95 91
1380
JonyanDunh
Integrates Brave Search API to enable web, image, video, news, and local busine…
B 80 5⁄5 ◉ ⏳ 94 72 — 45 81 98
1381
kj455
mcp-kibela ⚡ Claim
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
B 80 5⁄4 ◉ ⏳ 94 51 N/A 66 90 96
1382
Tylarcam
MCP Session Closer ⚡ Claim 1
Gracefully closes Cursor work sessions by syncing context files across multiple…
B 80 5⁄5 ◉ ⏳ 96 100 N/A 38 95 50
1383
rodgomesc
A VSCode and Cursor extension that captures real-time terminal output and expos…
B 80 5⁄4 ◉ ⏳ 90 51 N/A 63 95 98
1384
gurvinder-dhillon
PowerBI MCP Server ⚡ Claim
Enables AI assistants to query PowerBI workspaces, datasets, and execute DAX qu…
B 80 5⁄5 ◉ ⏳ 84 74 — 75 81 87
1385
LLMTooling
MDX MCP Server ⚡ Claim
Enables LLMs to read, search, convert, and extract metadata from MDX files, pro…
B 80 5⁄4 ◉ ⏳ 90 67 N/A 35 94 100
1386
antonio-mello-ai
mcp-pfsense ⚡ Claim
Manage pfSense firewalls through AI assistants — rules, DHCP, DNS, and more
B 80 5⁄5 ◉ ⏳ 66 82 N/A 65 95 89
1387 B 80 5⁄4 ◉ ⏳ 94 61 N/A 50 92 94
1388
cyanheads
atlas-mcp-server ⚡ Claim
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task managemen…
B 80 5⁄4 ◉ ⏳ 94 51 N/A 71 90 91
1389
rationalbloks
RationalBloks ⚡ Claim 1
Deploy production REST APIs from JSON schemas in seconds. Manage projects, sche…
B 80 6⁄6 ◉ ⏳ 84 100 89 35 70 90
1390
n8daniels
RulesetMCP Claim 1
Weight-On-Wheels for AI - keeps agents grounded in your project's rules. Query …
B 80 5⁄4 ◉ ⏳ 90 66 N/A 52 92 95
1391
tushar-badhwar
NLSQL MCP Server ⚡ Claim
A Node.js package that provides a Model Context Protocol server for converting …
B 80 5⁄4 ◉ ⏳ 92 62 N/A 46 95 94
1392
MushroomFleet
Enhance your transcription workflow with intelligent processing capabilities. A…
B 80 5⁄4 ◉ ⏳ 96 53 N/A 55 90 99
1393
FuzzingLabs
mcp-security-hub ⚡ Claim
A growing collection of MCP servers bringing offensive security tools to AI ass…
B 80 5⁄4 ◉ ⏳ 96 58 N/A 57 87 96
1394
aplaceforallmystuff
mcp-pihole ⚡ Claim
Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists
B 80 5⁄4 ◉ ⏳ 90 65 N/A 58 83 99
1395
jordanburke
reddit-mcp-server ⚡ Claim 2
Reddit MCP server with full read/write - posts, comments, search, and content c…
B 80 5⁄4 ◉ ⏳ 84 72 N/A 81 67 99
1396
Hannes221
kali-mcp ⚡ Claim
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
B 80 4⁄4 ◉ ⏳ 70 N/A N/A 53 95 99
1397
bunkerapps
Enables AI assistants to search products, compare prices, and find the best dea…
B 80 5⁄5 ◉ ⏳ 90 68 — 58 82 95
1398
pnizer
wweb-mcp ⚡ Claim
WhatsApp Web MCP Server
B 80 5⁄4 ◉ ⏳ 86 68 N/A 51 90 100
1399
Jovancoding
Network-AI ⚡ Claim
Multi-agent orchestration with a race-condition-safe shared blackboard, agent s…
B 80 5⁄4 ◉ ⏳ 90 43 N/A 89 89 93
1400
luciVuc
OpenAPI MCP Server ⚡ Claim 1
A generic MCP server that dynamically converts OpenAPI-defined REST APIs into t…
B 80 5⁄5 ◉ ⏳ 96 65 — 65 82 86
Showing 1351–1400 of 68965 servers
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