MCP Server Quality Scores

Independent quality analysis of 44440 public MCP servers

44440
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1251
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
1252
grizzlypeaksoftware
Enables AI assistants to interact with Azure DevOps to manage work items, Git r…
B 80 55 86 72 58 81 96
1253
verygoodplugins
mcp-edd Claim 1
MCP server for Easy Digital Downloads REST API, enabling access to sales data, …
B 80 54 69 68 83 90 94
1254
ruanodendaal
Connects Bear Notes to AI assistants using semantic search and RAG (Retrieval-A…
B 80 54 94 55 N/A 51 95 95
1255
kenforthewin
Docker MCP Server Claim
Enables secure execution of shell commands and file operations within isolated …
B 80 55 90 71 52 81 98
1256
kousunh
Excel MCP Server Claim
Enables AI assistants to perform comprehensive Microsoft Excel operations inclu…
B 80 55 78 82 N/A 49 95 88
1257
gkatechis
MCP Indexer Claim 1
Enables semantic code search across multiple repositories using natural languag…
B 80 54 94 56 N/A 51 92 100
1258
citizenteam
Enables deployment and management of applications on the Citizen platform from …
B 80 55 78 100 34 80 94
1259
shelfio
Datadog MCP Server Claim
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline …
B 80 55 100 60 60 82 93
1260
DownAtTheBottomOfTheMoleHole
infracost Claim 2
MCP server for Infracost CLI integration - cloud cost estimates for Infrastruct…
B 80 55 81 100 N/A 82 95 38
1261
Ansvar-Systems
canadian-law-mcp Claim
Canadian federal law database — PIPEDA, CASL, cybercrime, corporate law with fu…
B 80 54 75 93 N/A 37 95 91
1262
tiluckdave
Hound MCP Claim
The dependency bloodhound for AI coding agents. Hound is a free, open-source M…
B 80 54 72 58 83 92 100
1263
Ansvar-Systems
indonesian-law-mcp Claim
Indonesian legislation via MCP — full-text search across statutes and provisions
B 80 54 75 93 N/A 35 95 91
1264
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
1265
hannesrudolph
mcp-ragdocs Claim 2
An MCP server implementation that provides tools for retrieving and processing …
B 80 54 79 71 N/A 56 90 99
1266
delega-dev
delega Claim
Task management API for AI agents. Create, delegate, and track tasks via MCP.
B 80 54 76 72 N/A 83 81 94
1267
l4b4r4b4b4
portfolio-mcp Claim
A portfolio analysis MCP server that enables AI agents to manage investment por…
B 80 55 84 62 77 82 95
1268
img-src-io
mcp Claim 3
MCP server for img-src.io Image CDN - upload, transform, and deliver images thr…
B 80 55 71 100 N/A 76 78 75
1269
sammcj
Enables LLMs to interact with GitHub issues by providing details as tasks, allo…
B 80 55 90 70 61 82 94
1270
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
1271
JereSalguero30
Salesforce MCP Server Claim 1
Enables natural language interactions with Salesforce data and metadata, allowi…
B 80 55 78 100 40 81 88
1272
utensils
mcp-nixos Claim
MCP server providing accurate information about NixOS packages, system options,…
B 80 54 84 66 N/A 75 90 85
1273
SourceParts
Source Parts Claim
Electronic component sourcing, BOM management, and PCB design workflows.
B 80 55 84 82 56 81 90
1274
minagishl
N Lobby MCP Server Claim 2
A Model Context Protocol server that provides secure access to N Lobby school p…
B 80 54 77 66 N/A 67 95 96
1275
srprasanna
MCP Skills Server Claim
MCP server that loads and serves skills from a mounted directory with hot reloa…
B 80 54 78 62 N/A 72 94 95
1276
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
1277
kazuph
Model Context Protocol server for Task Management. This allows Claude Desktop (…
B 80 55 78 82 N/A 44 95 90
1278
7tg
django-admin-mcp Claim
Expose Django admin models to MCP clients for CRUD, admin actions, model intros…
B 80 54 90 48 75 95 93
1279
gagarinyury
Enables AI assistants to interact with Bitget cryptocurrency exchange for spot …
B 80 55 100 68 40 80 100
1280
cristianoaredes
MCP Senado Federal Claim
Enables AI assistants to query Brazilian Senate data including senators, bills,…
B 80 55 70 91 47 95 90
1281
eznix86
MCP Gateway Claim
Aggregates multiple Model Context Protocol servers into a single gateway to pro…
B 80 55 92 60 76 80 92
1282
mntlabs
Monitors development server logs in real-time and provides Claude with immediat…
B 80 54 94 71 N/A 23 95 99
1283
blazickjp
arxiv-mcp-server Claim
Search arXiv papers, download full text, semantic search, citation graphs, and …
B 80 55 100 57 N/A 59 82 93
1284
massive-com
mcp_massive Claim
An MCP server for Massive.com Financial Market Data
B 80 55 84 68 N/A 81 80 88
1285
j-shelfwood
A bridge server that allows LLM tools to interact with an Obsidian vault throug…
B 80 54 78 71 N/A 63 90 95
1286
gravicity-archive
Fal.ai MCP Server Claim 1
Enables seamless integration with Fal.ai's 600+ image generation models includi…
B 80 55 100 75 43 80 90
1287
nirholas
agenti Claim
Enables any MCP-compatible LLM client to autonomously hold, spend, earn, and re…
B 80 54 76 70 72 90 93
1288
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
1289
citesurf
Citesurf MCP Claim
Enables brand visibility monitoring across major AI platforms like ChatGPT, Cla…
B 80 55 84 72 60 82 100
1290
feedoracle
53 regulatory compliance evidence tools across 3 MCP servers for AI agents. MiC…
B 80 55 69 100 50 81 92
1291
BigJai
tokennuke Claim 1
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) ret…
B 80 55 76 82 N/A 47 95 92
1292
brenoepics
prometheus-rs Claim
Query Prometheus from CLI or any MCP client, with retries, caching, and an opti…
B 80 54 92 43 N/A 71 95 100
1293
caffeineflo
Portainer MCP Server Claim 1
Enables AI assistants to manage Docker containers, stacks, images, volumes, and…
B 80 55 100 72 39 82 95
1294
hakunapotato
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
B 80 54 86 65 N/A 49 95 97
1295
kobzevvv
MoldSim MCP Server Claim 1
Injection molding simulation expertise — materials, process validation, and DFM…
B 80 55 90 100 N/A 57 92 50
1296
JonathanJude
Enables AI agents to analyze and understand images using OpenRouter's vision mo…
B 80 55 100 71 46 81 91
1297
aiindigo925
BTCFi API Claim
Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys neede…
B 80 66 100 66 95 45 63 97
1298
anzax
dockashell Claim
DockaShell is an MCP server that provides AI agents with isolated Docker contai…
B 80 54 94 46 N/A 70 95 91
1299
zcsabbagh
An MCP server for tracking student learning via a knowledge graph, with spaced …
B 80 55 90 82 N/A 45 81 89
1300
shuji-bonji
xcomet-mcp-server Claim
Translation quality evaluation using xCOMET models. Provides quality scoring (0…
B 80 54 78 65 N/A 77 92 90
Showing 1251–1300 of 44440 servers
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