MCP Server Quality Scores

Independent quality analysis of 61551 public MCP servers

61551
Discovered
30053
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61351
danielrosehill
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
N/A N/A
61352
kaivalyapowale
Enables AI assistants to securely access Okta Identity Governance APIs for mana…
61353
laszlopere
mcp-abacus Claim
Type-faithful calculator: evaluate expressions under fixed-point, IEEE-754 doub…
N/A N/A
61354
CSOAI-ORG
price-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
61355
ryan-the-brodsky
TasteMaker Claim
Pull your TasteMaker brand kit + generated Agent Skill into your coding tool. R…
61356
42Research
Enables crash dump analysis and kernel debugging by integrating the real crash …
N/A N/A
61357
nlsnnvas
Resolves messy financial institution records against canonical regulatory ident…
N/A N/A
61358
default-anton
A Model Context Protocol server that provides a scratchpad tool for LLMs to org…
N/A N/A
61359
kchattx
Bifrost MCP Claim
Bifrost MCP is a server for managing persistent interactive SSH sessions, enabl…
N/A N/A
61360
marcossei22
Enables AI agents to manage events, races, and batches on Eventor via auto-gene…
61361
CodingWithCalvin
VSC as MCP Claim
Enables AI assistants to leverage VS Code's language intelligence for code navi…
N/A N/A
61362
SirRellik
aeterna-mcp Claim
Enables AI agents, including Claude, to interact with the AETERNA persistent wo…
61363
clauxel
Approval receipts for AI browser purchases.
61364
unmateria
Gives AI assistants full control over Microsoft Access databases, enabling crea…
N/A N/A
61365
christophejlegros-lgtm
MCP server for ASTRA bio-hybrid neuromorphic simulation pipeline, exposing SNN,…
N/A N/A
61366
niradler
A comprehensive Model Context Protocol (MCP) server for Arduino CLI interaction…
N/A N/A
61367
andraderaul
Provides real-time access to League of Legends esports data including live matc…
61368
QuorumEarth
MCP server for AI image generation using Google Gemini models with intelligent …
61369
redairforce
A comprehensive MCP server for Wiki.js integration with hierarchical documentat…
61370
pipeworx-io
MCP server for querying the Victoria and Albert Museum (V\&A) collections via n…
61371
Pigyon
MCPwner Claim
Model Context Protocol server for security research automation, integrating mul…
N/A N/A
61372
jdoliveirasa
An MCP server that enables querying Erick Wendel's contributions across platfor…
61373
mcpflow
ntropy-mcp Claim
Enables enriching banking data using the Ntropy API, with tools to create accou…
61374
guolisen
Enables interaction with Linux system operations via MCP, including CPU, memory…
N/A N/A
61375
zainbacchus
A read-only Telegram MCP server that retrieves messages from your DMs, groups, …
N/A N/A
61376
miqui
yelp-mcp-sdk Claim
Provides Yelp Fusion API access through MCP tools and resources for searching b…
61377 N/A N/A 95
61378
trynullsec
Exposes Nullsec security tooling for scanning and explaining ZK circuits (Circo…
N/A N/A
61379
falcoschaefer99-eng
A Model Context Protocol (MCP) server for Canva integration. Connect Claude Cod…
61380
wildsonbbl
Enables estimation of PC-SAFT pure-component parameters and prediction of prope…
61381
c-sakel
Enables AI assistants to manage WordPress content, design, SEO, WooCommerce, an…
61382
julioMeif
Enables AI to interview users about their business and generate bilingual one-p…
N/A N/A
61383
urbanmorph
Description: Query India's open geo data in natural language. 8 tools: list lay…
61384
aseltyar
odoo Claim
N/A N/A 95
61385
govping
GovPing Claim
[Free regulatory intelligence](https://govping.org) for AI agents. Search 27,00…
81
61386
kcaitech
A server based on Model Context Protocol that processes and parses design files…
N/A N/A 95
61387
parser Claim 1
Parse receipts & invoices into structured JSON. Pay per call in USDC (x402 on B…
N/A N/A 61
61388
ftaricano
Enables AI agents to manage Trello boards, lists, cards, checklists, and worksp…
61389
commair-tools
Enables AI-assisted field service management through the Service Fusion API, in…
61390
randallt21
An MCP server that integrates with Monarch Money to provide financial data acce…
N/A N/A
61391
clauxel
OAuth scope approvals and consent receipts for remote MCP servers.
61392
syaryn
mcp-jp-fts Claim
Enables Japanese full-text search on local text files using SQLite FTS5 and Sud…
N/A N/A
61393
achaljhawar
Daito Claim
MCP server for screening Indian stocks and mutual funds by wrapping screener.in…
61394
luoyonghao1997
UVM 1.2 MCP Claim
Enables Claude to access and search UVM 1.2 source code, class hierarchies, and…
N/A N/A
61395
rhdh-exploration-org
A FastMCP server that wraps a REST API as MCP tools, enabling AI agents to inte…
61396
DVZak
kaiten-mcp Claim
MCP server for interacting with Kaiten project management through its REST API.…
61397
danielscholl-osdu
Enables AI assistants to interact with OSDU platform services including search,…
61398
yutori-ai
Yutori MCP Claim
MCP server enabling web monitoring, deep research, and browser automation throu…
61399
ENG-cpu-bit
Enables interactive control of Blender for 3D scene manipulation, geometry crea…
N/A N/A
61400
P0lar1zzZ
Ombre Brain Claim
A long-term emotional memory system for Claude, enabling persistent, cross-conv…
95
Showing 61351–61400 of 61551 servers