The tools agents can call
169,114 unique MCP servers across ten major directories and registries, each with its sources and history.
Each server counts once, however many directories list it. Glama, PulseMCP and mcp.so listings arrive through MCP Toplist’s open dataset, used under CC BY 4.0. 14,579 listings from bulk publishers wait for review.
- Directory listings69,515Collected from seven directories, before grouping
- Listed in two or more35,62321% of unique servers
- Remote MCP servers31,642With a public endpoint an agent can call
- Changes, last 30 days139,903Typed diffs between observations
Umtri
umtri
Give your AI agent a persistent map of your project's structure, dependencies, and bugs.
Listed on MCP RegistryGlama
+1 groupedSecHelix
omarmohelal
Evidence-first security review of authorized repositories. Read-only, root-confined, no shell.
Listed on MCP RegistryGlama
ToolBench Fpayware
payware
payware A2A payments API for merchants, ISVs and payment institutions
Listed on MCP RegistryGlamagraphy
omnislash157
Compile any codebase into a walkable graph and serve it over MCP. No model decides an edge.
Listed on MCP RegistryGlama
StateDock
statedock
Shared task layer for AI agents: tasks, handoffs and decisions that persist across tools.
Listed on MCP RegistryGlama
ToolBench DCalibre-Web
ni-c
Read-only MCP server for Calibre-Web: library search, browsing and covers via the OPDS feed
Listed on MCP RegistryGlama
crosscheck
crosscheckapi
Checks for AI agents over x402: review drafts, accept-check handoffs, scan skills before install.
acceptcheckresult+3Listed on MCP RegistryGlama
+1 groupedweavatrix-refactor
sergii-ziborov
Transactional refactoring extension with 11 evidence-backed tools, previews, and rollback.
Listed on MCP RegistryGlama
GridPath
pixelsmasher13
Edit real .xlsx files with your agent: live formulas, and you review every change before it saves.
Listed on MCP RegistryGlama
Cook (Cooklang recipes)
cook-md
Cooklang recipes for AI agents: validate, meal plans, shopping lists, pantry, nutrition
Listed on MCP RegistryGlama- ToolBench D
clearfront
clearfront
OSINT sweep of a digital footprint: breaches, accounts, data brokers, domains and IPs
Listed on MCP RegistryGlama 
SutramX
sutramx
SutramX uptime monitoring: monitors, check results, incidents, status pages and uptime/SLO reports.
Listed on MCP RegistryGlama
rust-panosmcp
mechubsec
PAN-OS firewall MCP server: scoped, audited, two-person change control. Rust.
Listed on MCP RegistryGlama
ToolBench BAKKO MCP server for Trino
ab2dridi
Read-only MCP server for Trino: queries run as the user, and Trino's own policies decide.
Listed on MCP RegistryGlama
offprompt
offprompt
Ask the human for API keys in a browser page and write them to .env. The model only sees key names.
Listed on MCP RegistryGlama
proofread.law
data-alchemy-labs
Check US and Swiss case citations against open registers of court opinions, from any MCP client.
Listed on MCP RegistryGlama
ToolBench Bmcp
krova
Provision and manage Krova Cloud Cubes — Firecracker microVMs with root access and no public IP.
Listed on MCP RegistryGlama
mcp
swebsy
Build and edit real websites in Swebsy Studio from your coding agent — no per-token AI fees.
Listed on MCP RegistryGlamarustsdcmcp
mechubsec
Juniper Security Director Cloud MCP server: scoped, audited change control. Rust.
Listed on MCP RegistryGlama
InsightSocial
insightsocial
Live public data from Instagram, TikTok, LinkedIn, YouTube, X and 20 more networks, via one key.
Listed on MCP RegistryGlama
ToolBench Cfeedmyagent
makash
Agent-readable feed: AI/agent tech news, security advisories, compliance deadlines, and live events.
Listed on MCP RegistryGlama
ToolBench Duxlint
uxlint-net
Audit a site's UX the way a design-literate reviewer would, with a concrete fix for every finding.
Listed on MCP RegistryGlama
Agentic MCP
hugolsramos01-bit
Local coding tools for ChatGPT Developer Mode and MCP clients with safe editing and shell execution.
Listed on MCP RegistryGlama
ToolBench CSkeletIQ
skeletiq
Hand a released SkeletIQ architecture to a coding agent: brief, build order, drift check.
Listed on MCP RegistryGlama
Where the servers are listed
Each directory is a shelf. See how many shelves each server sits on, how large each shelf is, and what moved this month.
UpdatedHow many shelves
Servers by the number of directories listing them79%of servers are listed in one directory only. 35,623 are listed in two or more.
Directories listing the server. Copies grouped under a server are not counted again.
The shelves
Unique servers listed in each directoryCollected by us Via MCP Toplist’s dataset
A server listed in several directories counts once in each. Pick a shelf to browse it.
What changed
Typed diffs between observations, last 30 days| Day | New listings | Left a directory | Tool changes | Listing details |
|---|---|---|---|---|
| 2 Oct | 265 | 4 | 0 | 140 |
| 3 Oct | 647 | 20 | 3212 | 969 |
| 4 Oct | 514 | 6 | 3265 | 441 |
| 5 Oct | 942 | 29 | 3912 | 615 |
| 6 Oct | 646 | 15 | 5920 | 1698 |
| 7 Oct | 737 | 22 | 5089 | 1699 |
| 8 Oct | 704 | 241 | 5021 | 864 |
| 9 Oct | 1667 | 17 | 5932 | 1572 |
| 10 Oct | 1397 | 60 | 4909 | 1137 |
| 11 Oct | 527 | 21 | 5028 | 1634 |
| 12 Oct | 753 | 20 | 4477 | 1770 |
| 13 Oct | 871 | 21 | 5291 | 627 |
| 14 Oct | 853 | 28 | 4194 | 665 |
| 15 Oct | 1276 | 20 | 8675 | 777 |
| 16 Oct | 1111 | 103 | 8540 | 842 |
| 17 Oct | 1066 | 17 | 5225 | 830 |
| 18 Oct | 669 | 21 | 6954 | 725 |
| 19 Oct | 1866 | 92 | 6805 | 986 |
| 20 Oct | 909 | 13 | 4874 | 756 |
| 21 Oct | 960 | 7 | 4142 | 534 |
Latest changes
RSS feed- IA-QA — 130+ QA & Dev Tools for AI Agents Official MCP Registry validate_agent_trajectory: input schema changed
- IA-QA — 130+ QA & Dev Tools for AI Agents Official MCP Registry test_skill: input schema changed (+dir_name, +lint_only, +other_skills, +scenarios)
- IA-QA — 130+ QA & Dev Tools for AI Agents Official MCP Registry test_skill: description changed (+"Test" +"in the open Agent Skills format (https://agentskills.io/specification — read by Claude Code, Codex," +"Copilot, Cursor, Gemini CLI, OpenCode and others) in two stages. (1) lint: the spec's frontmatter rules checked without a model (name 1-64 chars, lowercase/digits/single hyphens, matches dir_name when given; description 1-1024 chars; compatibility ≤500; metadata string map) — any error returns BLOCK")
- IA-QA — 130+ QA & Dev Tools for AI Agents Official MCP Registry run_eval_contract: input schema changed (+validate_only)
- IA-QA — 130+ QA & Dev Tools for AI Agents Official MCP Registry mcp_server_health_check: description changed (+"definitions against the MCP spec (tool names 1-128 chars of A-Z a-z 0-9 _ - .; a tool with no parameters is valid)," +"quality" +"completeness (strict: descriptions ≥ 20 chars, every parameter described). Accepts")
- Focuh Official MCP Registry server instructions changed (+"2026-10-21 (Wednesday)" -"2026-10-20 (Tuesday)")
- io.engineeringleaders/elc-partnership-builder Official MCP Registry request_offer: input schema changed
Coverage
What the index resolves and probes- Brands resolved
- 30,483
- Brands on two or more hosts
- 7,393
- Held for review
- 14,579 listings
- Tools listed by probe
- 12,907 servers
Where are you listed?
Paste your MCP server, plugin or company URL to see your listings, tools and scan findings in one place.