MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1251
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
1252
vasylenko
bear-notes-mcp ⚡ Claim 1
MCP Server for Bear note taking app available as Claude Desktop extension or st…
B 80 4⁄4 ◉ ⏳ 60 N/A N/A 73 95 97
1253
bucketeer-io
Bucketeer MCP Server ⚡ Claim 1
A Model Context Protocol server that enables management of feature flags in Buc…
B 80 5⁄5 ◉ ⏳ 77 77 — 76 81 91
1254
shiquda
roadmap-skill ⚡ Claim 2
Enables AI agents and humans to collaboratively plan and manage tasks with a sh…
B 80 5⁄5 ◉ ⏳ 96 65 N/A 61 94 76
1255
YourLifewithAI
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entri…
B 80 6⁄6 ◉ ⏳ 92 66 95 32 81 98
1256
zcsabbagh
An MCP server for tracking student learning via a knowledge graph, with spaced …
B 80 5⁄5 ◉ ⏳ 90 82 N/A 45 81 89
1257
LangGPT
An MCP server that enables Claude to break down complex problems into manageabl…
B 80 5⁄5 ◉ ⏳ 75 100 N/A 25 95 90
1258
ShunsukeHayashi
Production toolkit for running GitNexus at scale — 26 repos, 43K symbols, 100K …
B 80 4⁄4 ◉ ⏳ 67 N/A N/A 61 95 97
1259
jason-ung
starrocks-mcp ⚡ Claim 1
A read-only MCP server that enables users to query and explore StarRocks databa…
B 80 5⁄5 ◉ ⏳ 94 73 — 42 80 98
1260
anggasct
MCP-Insomnia ⚡ Claim
Enables AI agents to create, manage, and execute API collections, requests, and…
B 80 5⁄5 ◉ ⏳ 96 51 — 77 76 99
1261
JereSalguero30
Salesforce MCP Server ⚡ Claim 1
Enables natural language interactions with Salesforce data and metadata, allowi…
B 80 5⁄5 ◉ ⏳ 78 100 — 40 81 88
1262
ainetwork-ai
Enables AI agents to seamlessly interact with Google Sheets through secure OAut…
B 80 5⁄5 ◉ ⏳ 96 75 — 46 81 93
1263
CyberhavenInc
Enables secure filesystem access with privacy controls using .mcpignore files t…
B 80 5⁄4 ◉ ⏳ 78 60 N/A 67 95 100
1264
automators-com
Enables AI models to generate synthetic data, manage templates and connections,…
B 80 5⁄5 ◉ ⏳ 80 71 — 74 81 97
1265
wagnerlabs
A read-only Model Context Protocol server that enables LLMs to search, list, an…
B 80 5⁄4 ◉ ⏳ 82 72 — 53 92 96
1266
UI5
mcp-server ⚡ Claim 2
MCP server for SAPUI5/OpenUI5 development
B 80 5⁄5 ◉ ⏳ 51 100 N/A 84 95 75
1267
peureka
agentlookup-mcp ⚡ Claim
Search, discover, and register AI agents in the public registry at agentlookup.…
B 80 4⁄4 ◉ ⏳ 72 N/A N/A 50 95 96
1268
hakunapotato
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
B 80 5⁄4 ◉ ⏳ 86 65 N/A 49 95 97
1269
trillboards
DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligen…
B 80 6⁄6 ◉ ⏳ 96 70 92 50 82 81
1270
prmail
MoneyChoice ⚡ Claim
The MoneyChoice MCP Server delivers institutional-grade economic forecasts powe…
B 80 6⁄6 ◉ ⏳ 78 86 99 26 82 94
1271
HenkDz
A protocol server that enables interaction with self-hosted Supabase instances …
B 80 5⁄5 ◉ ⏳ 92 75 — 41 82 99
1272
vapvarun
WP Astro MCP ⚡ Claim 2
An MCP server that automates the migration of WordPress sites into production-r…
B 80 5⁄5 ◉ ⏳ 81 100 — 51 81 78
1273
steiner385
Enables AI assistants to manage GitHub issues using deterministic priority scor…
B 80 5⁄4 ◉ ⏳ 72 72 N/A 74 95 89
1274
Web3ViraLabs
ERPNext MCP Server ⚡ Claim
Enables AI assistants to interact with ERPNext/Frappe instances through the RES…
B 80 5⁄5 ◉ ⏳ 94 68 — 47 81 100
1275
metareflection
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
B 80 6⁄6 ◉ ⏳ 84 86 88 40 81 91
1276
OtherVibes
mcp-as-a-judge ⚡ Claim
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via expl…
B 80 5⁄5 ◉ ⏳ 60 82 N/A 81 95 86
1277
launch-it-labs
log-reducer ⚡ Claim
Reduces log files for AI consumption — 50-90% token reduction via 18 determinis…
B 80 5⁄4 ◉ ⏳ 90 68 N/A 58 90 90
1278
utensils
mcp-nixos ⚡ Claim
MCP server providing accurate information about NixOS packages, system options,…
B 80 5⁄4 ◉ ⏳ 84 66 N/A 75 90 85
1279
qwe4559999
scopus-mcp ⚡ Claim 1
A Model Context Protocol (MCP) server for Elsevier Scopus. Allows AI assistants…
B 80 5⁄4 ◉ ⏳ 85 73 N/A 59 83 95
1280
egulatee
codecov ⚡ Claim 2
MCP server for querying Codecov coverage data with configurable URL support
B 80 5⁄4 ◉ ⏳ 79 71 N/A 77 83 93
1281
aashari
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
B 80 5⁄5 ◉ ⏳ 94 70 — 65 80 84
1282
nkapila6
mcp-meme-sticky ⚡ Claim 1
mcp-meme-sticky
B 80 5⁄5 ◉ ⏳ 76 100 — 49 81 85
1283
better-auth
Better Icons ⚡ Claim
Provides access to over 200,000 icons from 150+ collections with features for s…
B 80 5⁄5 ◉ ⏳ 82 65 — 76 82 94
1284
joachimBrindeau
Domain MCP ⚡ Claim
Enables natural language domain management through Dynadot, supporting domain r…
B 80 5⁄5 ◉ ⏳ 88 68 — 70 83 91
1285
Ansvar-Systems
eu-regulations-mcp ⚡ Claim
Query 47 EU regulations (GDPR, NIS2, DORA, AI Act) - 2,438 articles, 3,712 reci…
B 80 5⁄4 ◉ ⏳ 69 85 N/A 56 95 90
1286
lofder
dsers-mcp-product ⚡ Claim
Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via D…
B 80 5⁄4 ◉ ⏳ 71 80 — 53 95 96
1287
ArchAI-Labs
A Model Context Protocol (MCP) server that provides a set of tools for retrievi…
B 80 5⁄4 ◉ ⏳ 72 76 N/A 59 90 100
1288
delega-dev
delega-mcp ⚡ Claim
Task management API built for AI agents. Create, delegate, and track tasks with…
B 80 5⁄4 ◉ ⏳ 76 72 — 83 81 94
1289
jasondk
Clangaroo ⚡ Claim
Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing w…
B 80 5⁄4 ◉ ⏳ 96 57 N/A 55 90 94
1290
SynclyAI
Gmail MCP Server ⚡ Claim
Provides secure, read-only access to Gmail for Claude CLI with label-based filt…
B 80 5⁄5 ◉ ⏳ 88 67 — 74 80 91
1291
FosterG4
Extracts minimal, relevant code context from multiple programming languages whi…
B 80 5⁄4 ◉ ⏳ 100 58 N/A 43 95 90
1292
paperMoose
Dooist ⚡ Claim 1
A task management MCP server that allows users to create, list, and organize ta…
B 80 5⁄4 ◉ ⏳ 94 58 N/A 55 92 96
1293
timothywarner-org
🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with produ…
B 80 5⁄4 ◉ ⏳ 90 55 N/A 59 95 96
1294
moonray
Figma MCP Server ⚡ Claim 1
Facilitates the analysis of Figma file structures by extracting node hierarchie…
B 80 5⁄5 ◉ ⏳ 100 71 — 40 82 92
1295
rmarescu
Gumroad ⚡ Claim
A Model Context Protocol (MCP) server implementation for Gumroad, enabling MCP-…
B 80 5⁄5 ◉ ⏳ 96 66 — 47 81 100
1296
whynowlab
jarvis-orb ⚡ Claim
Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temp…
B 80 4⁄4 ◉ ⏳ 66 N/A N/A 65 95 94
1297
cronus42
Provides tools for interacting with the Transmission BitTorrent client via natu…
B 80 5⁄4 ◉ ⏳ 90 67 N/A 34 95 100
1298
kocierik
mcp-nomad ⚡ Claim
A nomad MCP Server (modelcontextprotocol)
B 80 5⁄4 ◉ ⏳ 80 66 N/A 75 89 93
1299
deepwriter-ai
Provides tools for creating, managing, and generating content for DeepWriter pr…
B 80 5⁄5 ◉ ⏳ 92 72 — 49 81 95
1300
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
Showing 1251–1300 of 68948 servers
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