MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33968
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
○ Unscored
42201
danioni
Scheduling, availability, clients, billing and CRM for appointment-based servic…
— ○ ⏳ — — — — — —
42202
CSOAI-ORG
MCP server for subscription tracker ai. Features add subscription, get total sp…
— ○ ⏳ — N/A N/A — — —
42203
BumbleBox
BumbleBox Claim
Search and triage all your mailboxes; draft replies and campaigns; send only as…
— ○ ⏳ — — — — — —
42204
infraveilhq
A cooperative guardrail for AI agents that blocks destructive shell commands, S…
— ○ ⏳ — N/A N/A — — —
42205
betterpost
BetterPost Claim
Finds timely sources across news, social, and the web and writes posts worth pu…
— ○ ⏳ — — — — — —
42206
focus-mcp
MCP orchestrator that loads modular bricks on demand, reducing AI agent context…
— ○ ⏳ — N/A N/A — — —
42207
fuhaooo
Allows AI assistants to query Twitter data including user info, tweets, trends,…
— ○ ⏳ — — — — 81 —
42208
meltingpixelsai
Tools: - scan_token - Scan a single token for rug pull risk, honeypot status,…
— ○ ⏳ — N/A N/A — 95 —
42209
Orellius
Provides real-time visibility into Claude Pro and Max subscription usage limits…
— ○ ⏳ — N/A N/A — 95 —
42210
0xkohe
freee-hr-mcp Claim
Enables managing freee HR operations like employee data, attendance, leave, and…
— ○ ⏳ — — — — — —
42211
cyanheads
Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and…
— ○ ⏳ — N/A N/A — — —
42212
kunwar-shah
claudex Claim
Persistent memory + FTS5 full-text search for Claude Code conversation history.…
— ○ ⏳ — N/A N/A — 95 —
42213
srikanth-karthi
Enables searching and retrieving portfolio data including experience, skills, a…
— ○ ⏳ — — — — — —
42214
LemmeBuyIt
Search 86 US retailers — 260M+ products with real-time pricing, stock, and pric…
— ○ ⏳ — — — — — —
42215
radiahq
Enables AI agents to manage and use prepaid virtual Visa cards with hard budget…
— ○ ⏳ — N/A N/A — 95 —
42216
TUNAKINGRWA
TunaPay Pay Claim
Your AI pays with a TunaPay prepaid card. You approve each payment in Telegram …
— ○ ⏳ — — — — — —
42217
IndoTender
Search Thai government procurement tenders and bidder companies.
— ○ ⏳ — — — — — —
42218
Stellar Memory Claim 1
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
— ○ — N/A N/A — 61 —
42219
Srclight Claim 1
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
— ○ — N/A N/A — 81 —
42220
guillermo-salas
Ask the Market Anything. Stock & ETF Scoring Get the Danelfin AI Score (1–10) …
— ○ ⏳ — — — — 81 —
42221
lateos-ai
SOAR security playbooks for AI agents: fetch, full-text search, and count. Mete…
— ○ ⏳ — — — — — —
42222
janeksm
mcp-digger Claim
Progressive on-demand access to .NET NuGet package source for AI coding agents.
— ○ ⏳ — N/A N/A — — —
42223
snaggle-ai
Connect any HTTP/REST API server using an Open API spec (v3)
— ○ ⏳ — N/A N/A — 95 —
42224
blwfish
FreeCAD MCP Claim
Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more …
— ○ ⏳ — N/A N/A — — —
42225
majidmanzarpour
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
— ○ ⏳ — — — — 81 —
42226
naffss-eng
MCP server for a modular RAG system that enables natural language question answ…
— ○ ⏳ — N/A N/A — 95 —
42227
ccq1
Provides access to Chinese mainland financial data including A-stock quotes, fi…
— ○ ⏳ — — — — — —
42228
bouch
celestine Claim
MCP server for astrological calculations — birth charts, transits, progression…
— ○ ⏳ — — — — — —
42229
SamtheIII
Manages Xray test cases, executions, and reports through natural language comma…
— ○ ⏳ — — — — 81 —
42230
Lee-Becky
test Claim
— ○ ⏳ — N/A N/A — 95 —
42231
Paramability Claim 1
Links your AI assistant app to the Paramability tab open in Chrome. Runs on you…
— ○ — N/A N/A — 81 —
42232
Aiomx
hydite-mcp Claim
Hydite MCP
— ○ ⏳ — N/A N/A — — —
42233
ice1x
MCP server for football-data.org API providing access to football data like sta…
— ○ ⏳ — — — — — —
42234
sandsaber
A universal MCP server for spawning agents with any OpenAI-compatible LLM, supp…
— ○ ⏳ — — — — — —
42235
periskop-ai
Product discovery for AI agents: ranked products and bundles from the open merc…
— ○ ⏳ — — — — — —
42236
Loop-XXI
loop-mcp Claim
L402 MCP: 5 paid BTC/Lightning tools + fiat credits, 10-25 sats/call.
— ○ ⏳ — — — — — —
42237
MacromNex
BoltzGen MCP Claim
Enables AI-powered protein design, including binders, peptides, and custom prot…
— ○ ⏳ — N/A N/A — — —
42238
ty13r
Create, manage, and publish Substack posts with full rich text formatting direc…
— ○ ⏳ — — — — — —
42239
jdtzmn
embecode Claim
Local-first MCP server for semantic + keyword hybrid code search. Zero external…
— ○ ⏳ — N/A N/A — — —
42240
DrSmile444
MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…
— ○ ⏳ — N/A N/A — — —
42241
inconcept
An MCP server for Bitbucket Cloud that enables managing pull requests, branches…
— ○ ⏳ — N/A N/A — — —
42242
ladu-dev
LA County ADU buildability checks, zoning rules, permit trends, and cost estima…
— ○ ⏳ — — — — — —
42243
lazymac2x
form-backend Claim
Cloudflare Workers MCP server: form-backend
— ○ ⏳ — — — — — —
42244
Maxli53
Provides 115+ MCP tools for comprehensive WooCommerce store management includin…
— ○ ⏳ — — — — 81 —
42245
SatyamSingh8306
backend2mcp Claim
Automatically converts Python web backends (FastAPI, Flask, Django) into MCP se…
— ○ ⏳ — — — — — —
42246
MCPServings
paper-mcp Claim
Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) +…
— ○ ⏳ — — — — — —
42247
@itskaransingh
docling-mcp-dev ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
42248
SurajKGoyal
myopic Claim
Code-review MCP: review a GitLab MR or GitHub PR against the whole codebase, no…
— ○ ⏳ — N/A N/A — — —
42249
rlgjr1971
A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
— ○ ⏳ — N/A N/A — — —
42250
tax-sales Claim 1
US tax sale dates & rules: 51 states, ~3,140 counties. Every record cites its o…
— ○ — N/A N/A — 81 —
Showing 42201–42250 of 69343 servers
« Prev 1 … 843 844 845 846 847 … 1387 Next »