MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61501
pipeworx-io
data-seattle Claim
Enables querying Seattle open data from data.seattle.gov via the Socrata SODA A…
— ○ ⏳ — — — — — —
61502
Rumblingb
search for best places to rent
— ○ ⏳ — — — — — —
61503
troulin-a11y
Search 184,900 swim spots, conditions, water activities, providers and guides w…
— ○ ⏳ — — — — — —
61504
fetchercloud
fetcher Claim 1
The web capability layer for AI agents: render, extract, DNS, SSL, WHOIS & more…
— ○ ⏳ — — — — 67 —
61505
Y-Sky-bro
nexus-memory Claim
A zero-dependency, file-based persistent memory system for AI agents with tiere…
— ○ ⏳ — N/A N/A — — —
61506
lzientek
mcp-wait Claim
A minimal MCP server that lets AI agents pause for a specified duration before …
— ○ ⏳ — — — — — —
61507
sandeep-alluru
WorldOracle Claim
Contradiction detector and belief repairer for multi-source facts — ensures kno…
— ○ ⏳ — N/A N/A — 95 —
61508
canbolayir
Enables Claude to fully manage self-hosted Supabase instances, covering authent…
— ○ ⏳ — N/A N/A — — —
61509
P0lar1zzZ
Ombre Brain Claim
A long-term emotional memory system for Claude, enabling persistent, cross-conv…
— ○ ⏳ — — — — 95 —
61510
romanpert
MCP server for the Spanish AEMPS CIMA pharmaceutical registry (20,000+ authoris…
— ○ ⏳ — N/A N/A — — —
61511
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
— ○ — N/A N/A — 81 —
61512
dbuxton
Enables AI agents to edit Google Docs via text anchors rather than character in…
— ○ ⏳ — N/A N/A — — —
61513
FoundryNet
mint-mcp Claim
MINT Protocol — universal work attestation for autonomous agents. Cryptographic…
— ○ ⏳ — — — — 81 —
61514
kuraki5336
An MCP server that enables AI tools to interact with the Lalaleap project manag…
— ○ ⏳ — N/A N/A — — —
61515
calisweetleaf
A server that likely facilitates integration between GitHub Copilot and Visual …
— ○ ⏳ — N/A N/A — 95 —
61516
Yash-0620
Enterprise PostgreSQL MCP secured by Aegis Zero-Trust to block unauthorized SQL…
— ○ ⏳ — N/A N/A — — —
61517
leinay633-maker
A local MCP server that forwards tools from an upstream experiment platform and…
— ○ ⏳ — — — — — —
61518
jude-stiel
nexudus-mcp Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
— ○ ⏳ — N/A N/A — — —
61519
FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision.
— ○ — N/A N/A — 81 —
61520
Skhaaall
CodeGuard Claim
MCP server that analyzes TypeScript/Prisma projects, builds dependency graphs, …
— ○ ⏳ — N/A N/A — — —
61521
bpais88
Dynt Claim
Company finances for agents: transactions, invoices, bills, expenses, subscript…
— ○ ⏳ — — — — — —
61522
EmiyaKatuz
Transcribe and understand local audio/video with CrispASR and local models only.
— ○ ⏳ — N/A N/A — — —
61523
goldendev0830
FastAPI-MCP Claim
Exposes your FastAPI endpoints as Model Context Protocol tools with authenticat…
— ○ ⏳ — — — — — —
61524
Compose MCP Claim 1
Typed feature management for compose projects: roadmap, changelog, artifacts, j…
— ○ — N/A N/A — 81 —
61525
Pibot-Dev
Enables sending SMS messages and checking delivery status and credit balance vi…
— ○ ⏳ — N/A N/A — — —
61526
himanshusaleria
events-mcp Claim
Discover tech events, startup meetups, AI events across 8 cities — including hi…
— ○ ⏳ — — — — — —
61527
BillionVerify
Connects AI assistants to BillionVerify email verification via the Model Contex…
— ○ ⏳ — — — — — —
61528
thiagozf
test Claim
— ○ ⏳ — N/A N/A — 95 —
61529
go2
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
61530
design-smith
MuntuAI Claim
Hosted MCP server for MuntuAI outreach campaigns, leads, senders, domains, and …
— ○ ⏳ — — — — — —
61531
Larshiensch99
Warden Claim
Register every AI agent, log every action, prove it. EU AI Act compliance built…
— ○ ⏳ — — — — — —
61532
swarmclawai
swarmskills Claim
A CLI and MCP server for managing skills across ~45 code CLI agents, with 18 to…
— ○ ⏳ — N/A N/A — — —
61533
junter1989k-ai
Jordan payments for AI agents — cards / Apple Pay via Tap Payments. Never holds…
— ○ ⏳ — — — — — —
61534
Real-time web search, reasoning, and research through Perplexity's API
— ○ — N/A N/A — 81 —
61535
RayNCooper
Unofficial read-only client for the mein-aldi.de (ALDI Süd) grocery-delivery ca…
— ○ ⏳ — N/A N/A — — —
61536
Departure and admission records for AI agents with Ed25519/P-256 signatures.
— ○ — N/A N/A — 81 —
61537
AutomateLab-tech
Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expa…
— ○ ⏳ — N/A N/A — — —
61538
cobusvdwest
Free digital marketing quote and strategy requests from Juicy Designs SA. No pr…
— ○ ⏳ — — — — — —
61539
PostOakLabs
476 MCP tools across 557 fintech tools: ChainGraph AP2 decisions, execution_has…
— ○ ⏳ — — — — — —
61540
apatilgtn
Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps,…
— ○ ⏳ — N/A N/A — — —
61541
PlatAid
Enables querying and analysis of Kakao Keyword Ads data, including campaigns, a…
— ○ ⏳ — — — — — —
61542
CSOAI-ORG
Enables AI assistants to perform web searches using Brave Search with EU AI Act…
— ○ ⏳ — N/A N/A — — —
61543
bdentech
ChiefLab Claim
Open execution contract for agents doing business work. 6 operators, one MIT-li…
— ○ ⏳ — — — — — —
61544
kcaitech
A server based on Model Context Protocol that processes and parses design files…
— ○ ⏳ — N/A N/A — 95 —
61545
mrocker
cardzero-mcp Claim
Gives AI agents a smart-contract wallet on Base (USDC) with 10 stdio tools: cre…
— ○ ⏳ — — — — — —
61546
MiChaelinzo
MediLinkAI Claim
Clinical decision-support MCP server that lets AI agents reason over live FHIR …
— ○ ⏳ — — — — — —
61547
walkerpauldavid
An MCP server for OAuth 2.0 authentication supporting Device Code and Client Cr…
— ○ ⏳ — — — — — —
61548
allanbchancery
MCP server for managing n8n workflows and executions. Enables listing, activati…
— ○ ⏳ — — — — — —
61549
ente0
mcpstrike Claim
MCP server that connects an LLM via Ollama to security tools for autonomous or …
— ○ ⏳ — — — — — —
61550
Narasimhan-Lab
tacc-mcp-bio Claim
Enables Claude Code to interact with a TACC or SLURM HPC cluster for bioinforma…
— ○ ⏳ — N/A N/A — — —
Showing 61501–61550 of 69052 servers