MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55251
tomschell
Auto-captures decision context from multi-agent workflows to preserve the 'why'…
N/A N/A
55252
IsaiahDupree
Serves locally stored knowledge bases (e.g., Trading-Knowledge, Bug-Bounty-Know…
N/A N/A
55253
IgormCarvalho
cvm-mcp Claim
MCP server that fetches Brazilian financial data from the CVM open data portal …
55254
MrMebelMan
golemio-mcp Claim
Enables AI assistants to query Prague's public transit departures, air quality,…
55255
moyuanchen
Enables running MCP tools remotely on Cloudflare Workers with OAuth authenticat…
55256
RocketMaDev
pwndbg-mcp Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
55257
andreeevtinislav
whoop-mcp Claim
Enables Claude to access WHOOP data such as recovery, sleep, strain, and workou…
N/A N/A
55258
aderik
bitvavo-mcp Claim
Exposes a Bitvavo crypto exchange account as read-only tools for Claude, allowi…
N/A N/A
55259
Pawansingh3889
sql-sop-mcp Claim
MCP server that integrates sql-sop SQL linter into LLM clients, enabling lintin…
N/A N/A
55260
adamcwade
quake-mcp Claim
MCP server wrapping the USGS Earthquake Hazards API, enabling AI assistants to …
55261
pos-buzz
posbuzz-mcp Claim
A local MCP server that exposes the PosBuzz cosmetic analysis SaaS API as MCP t…
N/A N/A
55262
TeamUnilytics
Marketing analytics MCP server with 21 tools for SEO, keyword research, backlin…
N/A N/A
55263
solarhell
xueqiu-mcp Claim
Enables querying real-time stock data for A-shares, Hong Kong, and US markets, …
55264
Rafael09ED
kanban-mcp Claim
MCP server for task/ticket management with dependency tracking, supporting CRUD…
N/A N/A
55265
Urabewe
Production-ready MCP server with web search, persistent memory, multi-user supp…
N/A N/A
55266
cyanheads
Search, detail, and discovery for movies, TV, and people on The Movie Database …
N/A N/A
55267
hor-net
A KISS self-hosted wiki server for AI agents, providing MCP tools to list, read…
55268
stonematt
Enables capturing Claude conversations as Obsidian notes and searching the vaul…
N/A N/A
55269
Kaleemullah-Younas
Enables LLMs to send and read messages in Discord channels, manage servers, cha…
N/A N/A
55270
anant-patankar
Enables AI assistants to perform MLOps workflows such as experiment tracking, m…
N/A N/A
55271
jmluque72
postgres-mcp Claim
MCP server for PostgreSQL that enables Cursor and other MCP clients to execute …
N/A N/A
55272
nimbly-dev
Bridges agentic coding tools and live Java runtime behavior through a lightweig…
N/A N/A
55273
antonydp
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
55274
maoxin1234
Enables AI clients to directly read and write Excel files, including reading st…
N/A N/A
55275
informatics-isi-edu
Enables AI assistants to manage Deriva catalogs and execute ML workflows, inclu…
N/A N/A
55276
shengxiao20
mcp-proxy Claim
A proxy MCP server that reduces token usage by caching tool definitions locally…
N/A N/A
55277
dropdat
@dropdat/mcp Claim
Enables AI clients to search, retrieve, and save capsules in the user's dropdat…
55278
GustavoGomezPG
An MCP server providing comprehensive HubSpot CMS development documentation, en…
N/A N/A
55279
navin2031992
Enables interaction with IntelliMatch recruiting and iSuite insurance systems t…
55280
Matthew-M-King
A local MCP server that parses Robot Framework output.xml files, scores and gro…
N/A N/A
55281
sirius-tangzhiming
A project search MCP server based on Milvus vector database, supporting semanti…
55282
Mapileon2
Enables LLM-powered code analysis, generation, debugging, and context managemen…
N/A N/A
55283
iferdelja
Enables access to stock and financial data from Alpha Vantage, including stocks…
55284
arunkumars-mf
An MCP server that provides persistent memory capabilities for AI agents using …
N/A N/A
55285
orange521456
ComfyUI MCP Claim
MCP server that connects local ComfyUI to AI agents, enabling natural language …
N/A N/A
55286
CSOAI-ORG
Enables AI agents to control a web browser using Playwright, supporting navigat…
N/A N/A
55287
126-colby
Gives AI coding assistants persistent memory by storing, semantically searching…
55288
Klievan
jlink-mcp Claim
Enables AI assistants to debug embedded devices via SEGGER J-Link probes, inclu…
N/A N/A
55289
YI-TING-EE13
Enables searching arXiv papers by topic or category, retrieving full text, PDFs…
N/A N/A
55290
Savirinc
Canonical MCP server resolver. Returns the right MCP for any agent intent with …
N/A N/A
55291
chohyerinn
Compares approximate filter data structures (Bloom, Counting Bloom, Cuckoo, SuR…
N/A N/A
55292
godson
godson_1231 Claim
N/A N/A 95
55293
OnStartups
An MCP server that integrates with the Agent.ai API to provide web text extract…
55294
JuliaTechnologies
One MCP server for the SaaS back office. Stripe, HubSpot, and Google Sheets exp…
N/A N/A
55295
lesonky
Generates GCP architecture diagrams, sequence diagrams, flow charts, and class …
N/A N/A
55296
HefnySco
Implements the Tree of Thoughts framework for structured reasoning and decision…
N/A N/A
55297
celo-org
Provides comprehensive access to Celo blockchain data, token operations, NFT ma…
55298
OAuthBringer
Enables task, project, section, label, and comment management via Todoist's API…
55299
P4ST4S
mcp-a11y Claim
Enables auditing web pages for WCAG violations, applying deterministic fixes an…
N/A N/A
55300
HoYongJin
gitbook-mcp Claim
A Model Context Protocol server for GitBook that enables reading content and dr…
Showing 55251–55300 of 67226 servers