MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54451
slcwahn
Wraps GitHub Copilot CLI as an MCP server, enabling MCP clients to run Copilot …
— ○ ⏳ — N/A N/A — — —
54452
olaoluwagureje1
Enables chatting with PostgreSQL databases via MCP tools, with GitHub OAuth aut…
— ○ ⏳ — N/A N/A — — —
54453
Friedemann12
paper-mcp Claim
A local MCP server for searching and reading arXiv papers, enabling paper searc…
— ○ ⏳ — N/A N/A — — —
54454
agimenez-dev
imap-mcp Claim
Enables email management via IMAP and SMTP with multi-account support, safe sen…
— ○ ⏳ — — — — — —
54455
finimpulse
Provides structured financial market data (stocks, ETFs, mutual funds, fundamen…
— ○ ⏳ — — — — — —
54456
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
— ○ ⏳ — — — — 81 —
54457
lovelyXiaoQi
An MCP server that captures and analyzes function-level profiling data from Net…
— ○ ⏳ — N/A N/A — — —
54458
Tango86
MCP server for querying Lido liquid staking protocol data via The Graph's decen…
— ○ ⏳ — — — — — —
54459
Kabzhanov
Pre-tool policy enforcement + JSONL audit for AI agents. Apache 2.0.
— ○ ⏳ — N/A N/A — — —
54460
jblanco384
A Model Context Protocol (MCP) server that enables AI agents to interact with I…
— ○ ⏳ — — — — — —
54461
n0edlg
BidSparq Claim
55 tools for federal/state/local RFPs, awards, vendors, contact graph, contract…
— ○ ⏳ — — — — — —
54462
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
— ○ ⏳ — — — — 81 —
54463
yubinkim444
Three MCP tools for ad-free Markdown web scraping and search. `fetch_page` (URL…
— ○ ⏳ — — — — — —
54464
berryj85
A production-ready template for building Model Context Protocol servers using T…
— ○ ⏳ — N/A N/A — — —
54465
tkarim45
Enables LLMs to interact with a SQLite e-commerce database via safe, typed MCP …
— ○ ⏳ — N/A N/A — — —
54466
surfingdogai
Message, ask for a quote or book a call with Surfing Dog, through its open-sour…
— ○ ⏳ — — — — — —
54467
adelaidasofia
FastMCP server for bidirectional sync between personal and team Obsidian vaults.
— ○ ⏳ — N/A N/A — — —
54468
team886
Marketplace of vetted agents with automated security scans plus human review, c…
— ○ ⏳ — — — — — —
54469
yunusemregul
Enables AI assistants to programmatically manage Bitbucket Cloud resources, inc…
— ○ ⏳ — — — — — —
54470
bbb-build
Hire Orb-verified humans for real-world tasks with on-chain escrow on World Cha…
— ○ ⏳ — N/A N/A — — —
54471
nlqdb
Analytical memory for AI agents: a real Postgres queried in plain English over …
— ○ ⏳ — — — — — —
54472
sakupi01
An MCP server for searching Zenn blog posts and generating frontend weekly cont…
— ○ ⏳ — — — — — —
54473
jmerelnyc
MCP server enabling symbol-aware semantic search in Claude Code, allowing preci…
— ○ ⏳ — — — — — —
54474
dgtalquantumleap-ai
WhatsApp booking, staff coordination, and invoice recovery for services.
— ○ ⏳ — N/A N/A — 81 —
54475
qdonnars
OhMyWind Claim
Sailing passage planner for any coast, with high-precision tides on the French …
— ○ ⏳ — — — — — —
54476
MGM-FALCON
quelllm-mcp Claim
MCP server for quelllm.fr: 190+ open-weights LLM catalog - list, compare, VRAM …
— ○ ⏳ — N/A N/A — — —
54477
Openfinanceorg
openfinance Claim
Connect your financial accounts to view balances, search transactions, and get …
— ○ ⏳ — N/A N/A — 83 —
54478
Ninar-ctrl
Ninar AI Claim
Audit your brand's visibility across ChatGPT, Gemini, Claude, Perplexity + 6 mo…
— ○ ⏳ — — — — — —
54479
clauxel
A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, …
— ○ ⏳ — — — — — —
54480
Ultrahuman-tech
ppk2-mcp Claim
MCP server for Nordic Semiconductor's Power Profiler Kit II (PPK2), enabling cu…
— ○ ⏳ — N/A N/A — — —
54481
theagenttimes
UCP Gateway Claim
AI Shopping tools for product search, comparison, and safe checkout Commerce G…
— ○ ⏳ — — — — — —
54482
uplsuman
Enables AI assistants to search and create tasks in TeamBoard via its HTTP API.
— ○ ⏳ — — — — — —
54483
jherr
Enables interactive exploration of guitar chord voicings through an MCP server …
— ○ ⏳ — N/A N/A — 95 —
54484
SyncTek-LLC
GhostQA Claim
AI personas navigate your web app in real browsers, find bugs and UX issues. No…
— ○ ⏳ — N/A N/A — 83 —
54485
omattsson
Provides comprehensive Terragrunt documentation, configuration generation, and …
— ○ ⏳ — — — — — —
54486
deinai
SKILL-02 (not SKILL-01): AI influencer search on TikTok, Instagram & YouTube. s…
— ○ ⏳ — — — — — —
54487
golts
KeepMySubs Claim
Manage your KeepMySubs subscriptions, spend, renewals, and bills from any MCP c…
— ○ ⏳ — — — — — —
54488
MuliMuri
Enables searching Google Scholar papers with year filtering, deduplication, and…
— ○ ⏳ — — — — — —
54489
TeoDreams
Enables Claude to read and query SAP SQL Anywhere databases using natural langu…
— ○ ⏳ — N/A N/A — — —
54490
OfflineCreatorStudio
Create images and videos with OfflineCreator Studio through OAuth or the npm st…
— ○ ⏳ — — — — — —
54491
@ilo.begashvili
browserbase ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
54492
kchattx
Bifrost MCP Claim
Bifrost MCP is a server for managing persistent interactive SSH sessions, enabl…
— ○ ⏳ — N/A N/A — — —
54493
dev-7bd0
55 tools. Verified public data — CVE/SBOM security audits, licence compliance, …
— ○ ⏳ — — — — — —
54494
ahmedselimmansor-ctrl
Enables LLMs and agents to interact with LinkedIn's REST API for managing profi…
— ○ ⏳ — — — — — —
54495
kynto2001-ctrl
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
— ○ ⏳ — N/A N/A — 95 —
54496
theluckystrike
One install that runs every sibling MCP server as a child process and merges th…
— ○ ⏳ — N/A N/A — — —
54497
nmelo
Helps systematically refine vague ideas into well-structured prompts through gu…
— ○ ⏳ — N/A N/A — — —
54498
drewrukin
dtrack-mcp Claim
MCP server that connects Claude to Dependency-Track for natural language vulner…
— ○ ⏳ — — — — — —
54499
fastmcp-me
Enables interaction with Apache Airflow through the Model Context Protocol, all…
— ○ ⏳ — — — — — —
54500
google-marketing-solutions
Enables LLMs to interact with Google Ads accounts via tools like list_accounts …
— ○ ⏳ — — — — — —
Showing 54451–54500 of 69153 servers