MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18251
blacktwist
Manage Threads and Bluesky social media from AI assistants. Schedule posts, che…
D 43 4⁄4 ◎ ⏳ 50 0 — 39 81 —
18252
incognita-labs
A lightweight stdio-to-http relay that enables the GitHub MCP server to authent…
D 43 5⁄3 ◎ ⏳ 48 36 0 30 95 —
18253
ToolOracle
TONOracle Claim
11 MCP tools for DeFi risk & compliance on TON
D 43 4⁄4 ◎ ⏳ 48 0 — 39 81 —
18254
srotzin
hiveecho Claim
MCP server for temporal state queries and cryptographic audit trails. Query his…
D 43 5⁄5 ◎ ⏳ 86 0 0 35 81 —
18255
pipeworx-io
mcp-salesforce ⚡ Claim
Enables querying and managing Salesforce records using SOQL, CRUD operations, a…
D 43 5⁄5 ◎ ⏳ 78 0 0 47 81 —
18256
loking
i18n Agent ⚡ Claim
AI-powered translation management built for AI agents. Automate localization wi…
D 43 4⁄4 ◎ ⏳ 60 0 — 21 81 —
18257
Dsazz
Enables integration with Atlassian Confluence to browse spaces, search content …
D 43 5⁄5 ◎ ⏳ 48 33 0 54 81 —
18258
irinabuht12-oss
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor,…
D 43 4⁄4 ◎ ⏳ 43 0 N/A 51 81 —
18259
apogeoapi
apogeoapi-mcp ⚡ Claim 1
Geographic data, live exchange rates, and IP geolocation for Claude Desktop, Cu…
D 43 5⁄5 ◎ ⏳ 72 10 0 45 81 —
18260
BACH-AI-Tools
An MCP server for the WhatsApp Number Validators API that enables users to veri…
D 43 5⁄5 ◎ ⏳ 35 57 0 45 81 —
18261
sandboxapi
SandboxAPI Claim
Execute code in 8 languages (Python, JS, TS, Go, Java, C++, C, Bash) in gVisor …
D 43 5⁄5 ◎ ⏳ 78 0 0 48 81 —
18262
traffiycom-ui
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
D 43 4⁄4 ◎ ⏳ 43 10 — 39 81 —
18263
stunt-double
Stunt Double Claim
Deploy AI user personas to validate user journeys at scale. Find UX friction be…
D 43 4⁄4 ◎ ⏳ 42 10 — 39 81 —
18264
dmmeteo
Provides AI assistants easy access to Django best practices by splitting compre…
D 43 5⁄5 ◎ ⏳ 54 31 0 50 81 —
18265
pipeworx-io
Notion_connect ⚡ Claim
Notion MCP Pack
D 43 5⁄5 ◎ ⏳ 78 0 0 47 81 —
18266
silly-geese
MCP server for creating and managing trackable QR codes. 6 tools, 12 QR types, …
D 43 4⁄4 ◎ ⏳ 54 0 — 30 81 —
18267
justrussian
YouGile MCP Server ⚡ Claim
Integrates with YouGile to allow AI assistants to create, update, and manage pr…
D 43 5⁄3 ◎ ⏳ 50 46 0 20 92 —
18268
chatmcp
mcpso Claim
directory for Awesome MCP Servers
D 43 5⁄5 ◎ ⏳ 56 27 0 48 81 —
18269
srotzin
hivemind ⚡ Claim
Persistent memory graph, knowledge marketplace, and MCP tool gateway for autono…
D 43 5⁄5 ◎ ⏳ 86 0 0 35 81 —
18270
pipeworx-io
Gmail ⚡ Claim
Gmail MCP Pack
D 43 5⁄5 ◎ ⏳ 78 0 0 47 81 —
18271
pipeworx-io
Jira ⚡ Claim
Jira MCP Pack
D 43 5⁄5 ◎ ⏳ 78 0 0 47 81 —
18272
giskard09
Pay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay i…
D 43 5⁄5 ◎ ⏳ 70 0 0 59 81 —
18273
pipeworx-io
mcp-amplitude ⚡ Claim
Enables querying Amplitude analytics data including events, active users, reten…
D 43 5⁄5 ◎ ⏳ 78 0 0 47 81 —
18274
luckkyyy23
The petrol station for AI agents. 56 pay-per-call endpoints covering every data…
D 43 4⁄4 ◎ ⏳ 48 10 — 28 81 —
18275
ONLYOFFICE
docspace ⚡ Claim 2
A room-based collaborative platform
D 43 5⁄5 ◎ ⏳ 72 10 0 79 56 —
18276
TheBackers
pplz-agent ⚡ Claim
PPLZ AI Agent — Let AI play your social life simulation automatically.
D 43 4⁄4 ◎ ⏳ 66 0 N/A 27 69 —
18277
adoslabsproject-gif
nothumanallowed ⚡ Claim
Security-first platform for AI agents. 38 specialized agents, 15 AI-powered ext…
D 43 5⁄3 ◎ ⏳ 60 17 0 39 95 —
18278
quarkusio
Quarkus LangChain4J Workshop
D 43 5⁄3 ◎ ⏳ 42 30 0 51 95 —
18279
benediktgirz
storylenses ⚡ Claim
AI cover letter generation for agents. Job analysis, profile matching, narrativ…
D 43 5⁄5 ◎ ⏳ 72 0 0 56 81 —
18280
VaibhavRaina
GREB-MCP Claim
A hybrid search MCP that enables users to find coding chunks like RAG without i…
D 43 4⁄3 ◎ ⏳ 42 0 N/A 33 95 —
18281
Christebob
Attribution and settlement infrastructure for AI agent content access over HTTP…
D 43 4⁄4 ◎ ⏳ 48 0 — 39 81 —
18282
bytebase
DBHub ⚡ Claim 1
Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server,…
D 43 5⁄5 ◎ ⏳ 60 33 0 68 57 —
18283
grahamrowe82
pt-edge ⚡ Claim
AI project intelligence MCP server. Tracks 300+ open-source AI projects across …
D 43 5⁄5 ◎ ⏳ 54 28 0 50 82 —
18284
anomalyarmor
AnomalyArmor ⚡ Claim
Data observability tools for engineering teams: alerts, freshness, schema drift…
D 43 5⁄5 ◎ ⏳ 72 10 0 62 69 —
18285
MCFLAMINGO
local-intel Claim
Hyperlocal business intelligence for AI agents. 20 MCP tools. Florida-first, Su…
D 43 5⁄5 ◎ ⏳ 84 0 0 37 81 —
18286
BACH-AI-Tools
An MCP server that provides access to the Netdetective API for querying informa…
D 43 5⁄5 ◎ ⏳ 35 57 0 45 80 —
18287
srotzin
hivelaw Claim
MCP server for AI compliance auditing. Scores agent outputs for hallucination l…
D 43 5⁄5 ◎ ⏳ 86 0 0 35 81 —
18288
navaro1
qubitsok-mcp Claim
Search 500+ quantum computing jobs, daily arXiv papers, and 1000+ researcher pr…
D 43 4⁄4 ◎ ⏳ 52 0 — 36 81 —
18289
johnanleitner1-Coder
Real-time last-minute tour and activity booking. 8,000+ live slots from 29 supp…
D 43 5⁄5 ◎ ⏳ 64 0 0 69 81 —
18290
pipeworx-io
Slack_connect ⚡ Claim
Slack MCP Pack
D 43 5⁄5 ◎ ⏳ 78 0 0 47 81 —
18291
pipeworx-io
Google_ads ⚡ Claim
Google Ads MCP Pack
D 43 5⁄5 ◎ ⏳ 78 0 0 47 81 —
18292
Souhar-dya
MCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and d…
D 43 4⁄4 ◎ ⏳ 57 0 N/A 47 67 —
18293
mcp-ag2
Asana MCP Server ⚡ Claim
An MCP (Multi-Agent Conversation Protocol) server that enables interacting with…
D 43 5⁄5 ◎ ⏳ 60 45 0 21 81 —
18294
pipeworx-io
Hubspot ⚡ Claim
HubSpot MCP Pack
D 43 5⁄5 ◎ ⏳ 78 0 0 47 81 —
18295
kit18
Connect agents to 6DuckLearn memory, approvals, and runtime control.
D 43 5⁄5 ◎ ⏳ 64 0 0 75 81 —
18296
dbtrail
dbtrail ⚡ Claim
MySQL change tracking with instant row-level recovery and forensic attribution …
D 43 5⁄5 ◎ ⏳ 60 10 0 66 81 —
18297
ag2-mcp-servers
A Multi-Agent Conversation Protocol Server that provides programmatic access to…
D 43 5⁄5 ◎ ⏳ 60 45 0 21 81 —
18298
mchow01
Retrieves and displays the latest horse racing news stories from Thoroughbred D…
D 43 5⁄3 ◎ ⏳ 60 30 0 23 95 —
18299
sylviangth
A curated list of Hosted & Managed Model Context Protocol (MCP) Servers accessi…
D 42 5⁄3 ◎ ⏳ 58 10 0 45 95 —
18300
PlagueHO
A list of GitHub Copilot assets, such as prompt files, chat modes, MCP servers …
D 42 5⁄3 ◎ ⏳ 50 20 0 45 95 —
Showing 18251–18300 of 69182 servers
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