MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61251
srose69
Multi-agent continuous development system with local LLM orchestration.
N/A N/A
61252
dmang-dev
mcp-bizhawk Claim
Drive the [BizHawk](https://github.com/TASEmulators/BizHawk) multi-system emula…
N/A N/A
61253
LoudiliMed
Refract Claim
MCP proxy that compresses tool schemas on the fly. Up to 98% token reduction, 1…
61254
Garblesnarff
Pearls Claim
A remote MCP server that enables AI instance continuity by allowing AI instance…
81
61255
sabariganesan25
A starter template for creating MCP servers that work with Puch AI, featuring r…
81
61256
a-ariff
Canvas MCP Claim
A local MCP server for Canvas LMS that enables querying courses, assignments, g…
N/A N/A
61257
Rumblingb
search for best places to rent
61258
Roxanne299
MCP server that proxies GPT API calls for Claude Code, supporting multiple GPT …
61259
silviorodrigues
Enables AI assistants to query and segment event data from Amplitude Analytics …
61260
Hayatelin
Enables username reconnaissance across 480+ platforms, generating HTML reports …
N/A N/A
61261
sourav-spd
Enables real-time internet searches via DuckDuckGo Lite with automatic retry, s…
61262
wildmin
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
61263
Alepha188838884
Local MCP proxy: collapses N servers' tools into 4 meta-tools and compresses la…
N/A N/A
61264
Artexis10
Exomem Claim
Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory…
N/A N/A
61265
squadhelp
Search, appraise, trademark-check, and buy premium brandable domain names from …
61266
UnbearableDev
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 1…
61267
lovishdhillon21-design
An MCP server that monitors 12 Australian SMB intelligence sources to analyze m…
81
61268 81
61269
turbot
Connects AI assistants to Turbot Guardrails for natural language exploration, a…
61270
codeMaestro78
Enables managing and searching markdown notes with semantic search, question an…
N/A N/A
61271
acebot712
PromptGuard Claim
Scan prompts for injection attacks, redact PII, and audit LLM SDK usage from an…
N/A N/A 83
61272
chirag127
Enables DuckDuckGo search capabilities with full content extraction for AI agen…
N/A N/A
61273
odanree
Wraps portfolio-drift-agent as MCP tools, letting LLM clients audit a portfolio…
61274
midodimori
MCP server for searching Stack Overflow questions and retrieving answers with b…
61275
alicegetmanchuk
ravelry-mcp Claim
An MCP server that connects Claude to the Ravelry API, letting knitters and cro…
61276
Guipegoraro
A read-only MCP server exposing TOTVS support tickets (Portal do Cliente) as to…
N/A N/A
61277
ailingqu
APIAny MCP Claim
Enables discovery of public AI models with pricing, documentation context, and …
N/A N/A
61278
WillHsiaoNYC
Enables AI assistants to query NYC capital project data (schedule, budget, life…
N/A N/A
61279
as3k
scryfall-mcp Claim
Provides access to Magic: The Gathering card data via Scryfall API, including s…
61280
AdityaVG13
Cortex Claim
Private local memory for AI tools that provides persistent, private memory via …
N/A N/A
61281
rtbrick
Gives AI assistants direct access to RTBrick's website, technical documentation…
61282
sanjibani
ezyVet MCP Claim
MCP server for ezyVet veterinary practice management. Enables reading and creat…
61283
jclement
Monica MCP Claim
A self-hosted, multi-user gateway that exposes Monica personal CRM to AI agents…
61284
parigihelori352-cyber
Configurable MCP server that lets you define LLM-powered tools via JSON, enabli…
61285
PancrePal-xiaoyibao
Enables medical evidence retrieval and analysis via AI-powered search and summa…
61286
Y4rd13
MCP server that gives Claude Code access to WolvenKit for Cyberpunk 2077 moddin…
N/A N/A
61287
SSX360
Privacy-first, read-only repo intelligence for AI coding agents: scans local co…
N/A N/A
61288
devcheyannagraham
FileMCP Claim
Minimal MCP file server for safe file operations under a local AgentFiles direc…
N/A N/A
61289
alokverma18
mcp Claim
Provides MCP servers for GitHub API operations and SQL database queries, enabli…
61290
sergiudanstan
Enables interacting with MQTT brokers to publish, subscribe, and manage connect…
61291
fgouzi
mcp-i14y Claim
Connects AI assistants to the Swiss I14Y Interoperability Platform, enabling na…
61292
melihbirim
Pipetable Claim
Query local CSV, Parquet, JSON and TSV files with real SQL via DuckDB. Gives yo…
N/A N/A
61293
bird
sandbox-mcp Claim
Provides a local, isolated Linux VM sandbox for AI agents using Apple's Virtual…
N/A N/A
61294
kodey-ai
Run SOQL queries against your Salesforce org to explore and retrieve data. Quic…
N/A N/A 95
61295
AliQambari
A server that exposes AI tools and resources through REST API, MCP, and WebSock…
N/A N/A
61296
Schubeler-Consulting
knowmind Claim
AI agent memory & knowledge graph, hosted in Germany (GDPR). Recall, relations,…
N/A N/A
61297
iamvazghen
Enables AI agents to fetch categorized news headlines and full article text fro…
61298
sjjjlol
A pluggable RAG framework that exposes hybrid search, ingestion, and evaluation…
N/A N/A
61299
NishikantaRay
AI-powered assistant for the Renderer portfolio framework. Enables users to exp…
61300
zyx77550
SPARDA Claim
SPARDA is a zero-configuration MCP builder that converts existing Express and F…
N/A N/A
Showing 61251–61300 of 66475 servers