MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46201
timmyzinin
Real-time salary data, job market trends, resume review, interview prep, and ca…
N/A N/A 95
46202
Ajay-Kumar64
Provides tools for RAG-based financial document retrieval, financial calculatio…
46203
Clew-Code
mcp-coco Claim
Bridges OpenClaw and Hermes Agent, enabling multi-turn conversations, messaging…
N/A N/A
46204
ssasuoirafen
Enables AI assistants to manage Microsoft Teams through the Graph API, includin…
N/A N/A
46205
i2mint
Deploy Python functions as authenticated MCP connectors for Claude.ai and other…
46206
Kynlos
ftp-mcp Claim
An enterprise-grade MCP server for FTP and SFTP operations optimized for AI cod…
46207
Steffen-W
MCP server for accessing and searching German federal law documents from gesetz…
N/A N/A
46208
jim-agent
Enables Claude to interact with NEAR smart contracts: read state, call view met…
N/A N/A
46209
girste
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …
N/A N/A 95
46210
berntpopp
uniprot-link Claim
An MCP server that grounds protein research in the UniProt SPARQL endpoint, pro…
46211
niklaserik
effect-mcp Claim
A Model Context Protocol server that provides real-time access to Effect ecosys…
46212
Gabrielmcp78
A persistent server using Unix sockets that provides file operations and real-t…
N/A N/A 95
46213
jason-weddington
MCP server for managing Karabiner-Elements keyboard remapping rules on macOS, e…
N/A N/A
46214
HarleyCoops
Canadian procurement intelligence: CanadaBuys and Alberta tenders, ranked for y…
46215
reservoirprotocol
Relay Claim
Cross-chain bridge and swap quotes, fee estimation, and transaction tracking vi…
N/A N/A 83
46216
UMN-Choi-Lab
refcheck Claim 2
Verify academic citations against real databases. Catches hallucinated referenc…
N/A N/A 67
46217
dagrang-repository
flight-fares Claim
Cheapest observed fare, 6-month low and best departure date for a city pair.
46218
shaun0927
OpenSafari Claim
An MCP server for headless mobile QA automation that controls real Safari, Flut…
N/A N/A
46219
PyPtt
Enables AI clients to log in and interact with the PTT bulletin board system vi…
N/A N/A
46220
ColinHughes2121
OFAC/PEP sanctions screening, KYB, company & people enrichment tools for AI age…
N/A N/A
46221
glassbit
Enables querying El Salvador's public procurement data via the COMPRASAL API, i…
46222
strzhao
MCP server for managing personal assets (images, files) in Vercel Blob storage,…
46223
whdrnr2583-cmd
token-meter Claim
Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost,…
N/A N/A
46224
LovRanRan
Deterministic repository structure mapping for onboarding agents.
N/A N/A
46225
lennney
seocli Claim
Enables AI agents to crawl and audit websites for SEO issues, returning structu…
46226
Tariolle
Renders PyTorch neural network architecture diagrams using VisualTorch, support…
N/A N/A
46227
bluemot
CRAG-MCP Claim
A Model Context Protocol server that builds and queries a config-aware code gra…
N/A N/A
46228
Shahrukh19S
Folio Claim
A privacy-first, zero-cost AI assistant that lets you chat with your documents …
46229
bemade
odoo-mcp Claim
Connects AI assistants to Odoo 19.0, enabling full CRUD operations and method c…
46230
AllNewsAPI
Enables LLMs to search for news articles, get top headlines, and access compreh…
46231
iceycn
Enables large language models to query and operate on Apollo Configuration Cent…
46232
Abdulkereem
Aza MCP Claim
Enables AI assistants to buy airtime and data, check wallet balance, list data …
46233
iamsre01
A local gateway that exposes ServiceNow REST APIs as MCP tools, enabling natura…
N/A N/A
46234
Lorenzo0111
Enables MCP-compatible AI agents to interact with Trakt.tv, including search, m…
46235
boyonglin
A lightweight MCP server that enables AI assistants to search and read skills f…
46236
Ravicha2
Multi-agent literature review: research, peer review, and synthesize grounded r…
N/A N/A
46237
TMHSDigital
MCP server providing 25 tools to query Steam store data, player statistics, ach…
46238
duvoai
Enables autonomous desktop automation by delegating tasks to vision-based agent…
46239
leacvikas0
A Model Context Protocol server that uses Google Vertex AI and Gemini 3.5 Flash…
N/A N/A
46240
pipeworx-io
Enables querying and exploring Bloomington Open Data catalog with tools for sea…
46241
StealthyLabsHQ
steam-mcp Claim
Exposes Steam Web API tools as MCP resources for Claude Code, Claude Desktop, a…
46242
tugudush
A read-only MCP server that provides secure access to Bitbucket repositories, p…
46243
exasol-labs
Provides LLM access to Exasol database via MCP tools, including metadata readin…
46244
haiprobmt
Creates, inspects, validates, and modifies Power BI Project (.pbip) folders, ge…
N/A N/A
46245
Trojan-Seahorse
Provides Kanban, Gantt, list views, multi-project management, and archiving for…
N/A N/A
46246
fundchainteam
Fundchain Claim
Crypto crowdfunding for AI agents. Create campaigns, accept ETH/USDC via x402 p…
N/A N/A
46247
XJTLUmedia
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS manageme…
N/A N/A 95
46248
ShoppingResult
ssc Claim
MCP server for scraping product prices, offers, reviews, and details from Amazo…
46249
cygnusb
coros-mcp Claim
A Model Context Protocol (MCP) server that fetches sleep, HRV, and training dat…
46250
armatrix
twitter-mcp Claim
A lightweight Twitter MCP server for Claude Code with 17 tools for reading and …
Showing 46201–46250 of 67197 servers
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